1 Notes

This report was generated on 2022-10-05 14:32:27. R version: 4.2.1 on aarch64-apple-darwin20. For this report, CRAN packages as of 2022-05-01 were used.

1.1 R-Script & data

The preprocessing and analysis of the data was conducted in the R project for statistical computing. The RMarkdown script used to generate this document and all the resulting data can be downloaded under this link. Through executing main.Rmd, the herein described process can be reproduced and this document can be generated. In the course of this, data from the folder input will be processed and results will be written to output. The html on-line version of the analysis can be accessed through this link.

1.2 GitHub

The code for the herein described process can also be freely downloaded from https://github.com/fernandomillanvillalobos/adjclass-nando.

1.3 License

1.4 Data description of output files

1.4.0.1 abc.csv (Example)

Attribute Type Description
a Numeric
b Numeric
c Numeric

2 Set up

## [1] "package package:rmarkdown detached"

2.1 Define packages

# from https://mran.revolutionanalytics.com/web/packages/\
# checkpoint/vignettes/using-checkpoint-with-knitr.html
# if you don't need a package, remove it from here (commenting not sufficient)
# tidyverse: see https://blog.rstudio.org/2016/09/15/tidyverse-1-0-0/
cat("
library(rstudioapi)
library(tidyverse)
library(tidylog)
library(jsonlite)
library(lintr)
library(rmarkdown)
library(sf)
library(rio)
library(cowplot)
library(extrafont)
library(ggrepel)
library(scales)
library(remotes)
library(lubridate)
library(rvest)
library(httr)
library(tidycensus)
library(ggthemes)
library(doParallel)
library(utils)
library(vtable)
library(tigris)
library(viridis)
library(biscale)
library(svglite)
library(leaflet)
library(httpuv)
library(janitor)",
file = "manifest.R")

2.2 Install packages

# if checkpoint is not yet installed, install it (for people using this
# system for the first time)
if (!require(checkpoint)) {
  if (!require(devtools)) {
    install.packages("devtools", repos = "http://cran.us.r-project.org")
    require(devtools)
  }
  devtools::install_github("RevolutionAnalytics/checkpoint",
                           ref = "v0.3.2", # could be adapted later,
                           # as of now (beginning of July 2017
                           # this is the current release on CRAN)
                           repos = "http://cran.us.r-project.org")
  require(checkpoint)
}
# nolint start
if (!dir.exists("~/.checkpoint")) {
  dir.create("~/.checkpoint")
}
# nolint end
# install packages for the specified CRAN snapshot date
checkpoint(snapshot_date = package_date,
           project = path_to_wd,
           verbose = T,
           scanForPackages = T,
           use.knitr = F,
           R.version = r_version)
rm(package_date)

2.3 Load packages

source("manifest.R")
unlink("manifest.R")
sessionInfo()
## R version 4.2.1 Patched (2022-07-22 r82618)
## Platform: aarch64-apple-darwin20 (64-bit)
## Running under: macOS Monterey 12.6
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/lib/libRblas.0.dylib
## LAPACK: /Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/lib/libRlapack.dylib
## 
## locale:
## [1] C/UTF-8/C/C/C/C
## 
## attached base packages:
## [1] parallel  stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] janitor_2.1.0     httpuv_1.6.5      leaflet_2.1.1     svglite_2.1.0    
##  [5] biscale_0.2.0     viridis_0.6.2     viridisLite_0.4.1 tigris_1.6       
##  [9] vtable_1.3.3      kableExtra_1.3.4  doParallel_1.0.17 iterators_1.0.14 
## [13] foreach_1.5.2     ggthemes_4.2.4    tidycensus_1.2.1  httr_1.4.4       
## [17] rvest_1.0.3       lubridate_1.8.0   remotes_2.4.2     scales_1.2.0     
## [21] ggrepel_0.9.1     extrafont_0.18    cowplot_1.1.1     rio_0.5.29       
## [25] sf_1.0-7          rmarkdown_2.14    lintr_2.0.1       jsonlite_1.8.0   
## [29] tidylog_1.0.2     forcats_0.5.2     stringr_1.4.1     dplyr_1.0.10     
## [33] purrr_0.3.4       readr_2.1.2       tidyr_1.2.1       tibble_3.1.8     
## [37] ggplot2_3.3.6     tidyverse_1.3.2   checkpoint_1.0.2  rstudioapi_0.14  
## [41] knitr_1.40       
## 
## loaded via a namespace (and not attached):
##  [1] googledrive_2.0.0   colorspace_2.0-3    ellipsis_0.3.2     
##  [4] class_7.3-20        rgdal_1.5-31        rprojroot_2.0.3    
##  [7] snakecase_0.11.0    fs_1.5.2            proxy_0.4-27       
## [10] fansi_1.0.3         xml2_1.3.3          codetools_0.2-18   
## [13] cachem_1.0.6        broom_1.0.1         Rttf2pt1_1.3.10    
## [16] dbplyr_2.2.1        compiler_4.2.1      backports_1.4.1    
## [19] assertthat_0.2.1    fastmap_1.1.0       lazyeval_0.2.2     
## [22] gargle_1.2.1        cli_3.4.1           later_1.3.0        
## [25] htmltools_0.5.3     tools_4.2.1         gtable_0.3.1       
## [28] glue_1.6.2          rappdirs_0.3.3      Rcpp_1.0.9         
## [31] cellranger_1.1.0    jquerylib_0.1.4     vctrs_0.4.1        
## [34] extrafontdb_1.0     crosstalk_1.2.0     xfun_0.33          
## [37] ps_1.7.1            openxlsx_4.2.5      lifecycle_1.0.2    
## [40] googlesheets4_1.0.1 promises_1.2.0.1    clisymbols_1.2.0   
## [43] hms_1.1.2           rex_1.2.1           yaml_2.3.5         
## [46] curl_4.3.2          gridExtra_2.3       sass_0.4.2         
## [49] stringi_1.7.8       maptools_1.1-4      desc_1.4.2         
## [52] e1071_1.7-11        cyclocomp_1.1.0     zip_2.2.1          
## [55] systemfonts_1.0.4   rlang_1.0.6         pkgconfig_2.0.3    
## [58] evaluate_0.16       lattice_0.20-45     htmlwidgets_1.5.4  
## [61] processx_3.7.0      tidyselect_1.1.2    magrittr_2.0.3     
## [64] R6_2.5.1            generics_0.1.3      DBI_1.1.3          
## [67] pillar_1.8.1        haven_2.5.1         foreign_0.8-83     
## [70] withr_2.5.0         units_0.8-0         sp_1.5-0           
## [73] modelr_0.1.9        crayon_1.5.1        uuid_1.1-0         
## [76] KernSmooth_2.23-20  utf8_1.2.2          tzdb_0.3.0         
## [79] grid_4.2.1          readxl_1.4.1        data.table_1.14.2  
## [82] callr_3.7.2         webshot_0.5.4       reprex_2.0.2       
## [85] digest_0.6.29       classInt_0.4-8      munsell_0.5.0      
## [88] bslib_0.4.0

2.4 Load additional scripts

# if you want to outsource logic to other script files, see README for 
# further information
# Load all visualizations functions as separate scripts
knitr::read_chunk("scripts/dviz.supp.R")
source("scripts/dviz.supp.R")
knitr::read_chunk("scripts/themes.R")
source("scripts/themes.R")
knitr::read_chunk("scripts/plot_grid.R")
source("scripts/plot_grid.R")
knitr::read_chunk("scripts/align_legend.R")
source("scripts/align_legend.R")
knitr::read_chunk("scripts/label_log10.R")
source("scripts/label_log10.R")
knitr::read_chunk("scripts/outliers.R")
source("scripts/outliers.R")
knitr::read_chunk("scripts/api-keys.R")
source("scripts/api-keys.R")

3 Module 1: Exploring data

In this lesson, we’re going to start exploring data with the package dplyr.

  • It’s designed to work with data frames, which is what journalists are used to

  • Great for data exploration and transformation

  • Intuitive to write and easy to read, especially when using the “chaining” syntax of pipes

  • These are the functions/data analysis verbs we’ll be going over:

  • filter()

  • select()

  • arrange()

  • mutate()

  • summarize() plus group_by()

Module 1: Analyzing data with R

# getting the data https://www.fema.gov/openfema-data-page/disaster-declarations-summaries-v2
df <- read_csv("https://www.fema.gov/api/open/v2/DisasterDeclarationsSummaries.csv") %>% 
  glimpse()
## Rows: 63,698
## Columns: 24
## $ femaDeclarationString    <chr> "FM-5444-TX", "FM-5436-NE", "FM-5444-TX", "FM…
## $ disasterNumber           <dbl> 5444, 5436, 5444, 5436, 5436, 5435, 5434, 543…
## $ state                    <chr> "TX", "NE", "TX", "NE", "NE", "AZ", "AZ", "NM…
## $ declarationType          <chr> "FM", "FM", "FM", "FM", "FM", "FM", "FM", "FM…
## $ declarationDate          <dttm> 2022-07-19, 2022-04-23, 2022-07-19, 2022-04-…
## $ fyDeclared               <dbl> 2022, 2022, 2022, 2022, 2022, 2022, 2022, 202…
## $ incidentType             <chr> "Fire", "Fire", "Fire", "Fire", "Fire", "Fire…
## $ declarationTitle         <chr> "CHALK MOUNTAIN FIRE", "ROAD 702 FIRE", "CHAL…
## $ ihProgramDeclared        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ iaProgramDeclared        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ paProgramDeclared        <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ hmProgramDeclared        <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ incidentBeginDate        <dttm> 2022-07-18, 2022-04-22, 2022-07-18, 2022-04-…
## $ incidentEndDate          <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ disasterCloseoutDate     <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ fipsStateCode            <chr> "48", "31", "48", "31", "31", "04", "04", "35…
## $ fipsCountyCode           <chr> "221", "063", "425", "065", "145", "025", "00…
## $ placeCode                <dbl> 99221, 99063, 99425, 99065, 99145, 99025, 990…
## $ designatedArea           <chr> "Hood (County)", "Frontier (County)", "Somerv…
## $ declarationRequestNumber <dbl> 22060, 22034, 22060, 22034, 22034, 22032, 220…
## $ lastIAFilingDate         <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ hash                     <chr> "373c5ec27998afc08a53302dae796f476b1a6546", "…
## $ id                       <chr> "867be42a-71d5-4f13-aa21-d91e0a6fd577", "e671…
## $ lastRefresh              <dttm> 2022-07-20 21:21:23, 2022-07-20 21:21:23, 20…
# getting the range
range(df$incidentBeginDate)
## [1] "1953-05-02 UTC" "2022-09-28 UTC"
# exploring the data with table()
table(df$incidentType)
## 
##       Biological         Chemical    Coastal Storm  Dam/Levee Break 
##             7857                9              638               13 
##          Drought       Earthquake             Fire   Fishing Losses 
##             1292              227             3612               42 
##            Flood         Freezing      Human Cause        Hurricane 
##            10562              301                7            12946 
##    Mud/Landslide            Other Severe Ice Storm  Severe Storm(s) 
##               37              307             2942            17438 
##             Snow        Terrorist          Tornado Toxic Substances 
##             3695                5             1569                9 
##          Tsunami          Typhoon          Volcano 
##                9              130               51
# or with count()
incident_types <- count(df, incidentType, name = "total") # rename the default "n" column
incident_types
## # A tibble: 23 × 2
##    incidentType    total
##    <chr>           <int>
##  1 Biological       7857
##  2 Chemical            9
##  3 Coastal Storm     638
##  4 Dam/Levee Break    13
##  5 Drought          1292
##  6 Earthquake        227
##  7 Fire             3612
##  8 Fishing Losses     42
##  9 Flood           10562
## 10 Freezing          301
## # … with 13 more rows
# arranging the data
incident_types_arranged <- arrange(incident_types, desc(total))
incident_types_arranged
## # A tibble: 23 × 2
##    incidentType     total
##    <chr>            <int>
##  1 Severe Storm(s)  17438
##  2 Hurricane        12946
##  3 Flood            10562
##  4 Biological        7857
##  5 Snow              3695
##  6 Fire              3612
##  7 Severe Ice Storm  2942
##  8 Tornado           1569
##  9 Drought           1292
## 10 Coastal Storm      638
## # … with 13 more rows
# pipeing it all
incident_types_arranged <- df %>%
  count(incidentType, name = "total") %>%
  arrange(desc(total))
incident_types_arranged
## # A tibble: 23 × 2
##    incidentType     total
##    <chr>            <int>
##  1 Severe Storm(s)  17438
##  2 Hurricane        12946
##  3 Flood            10562
##  4 Biological        7857
##  5 Snow              3695
##  6 Fire              3612
##  7 Severe Ice Storm  2942
##  8 Tornado           1569
##  9 Drought           1292
## 10 Coastal Storm      638
## # … with 13 more rows
# filtering
incident_types_arranged_filtered <- incident_types_arranged %>%
  filter(incidentType != "Biological")
incident_types_arranged_filtered
## # A tibble: 22 × 2
##    incidentType     total
##    <chr>            <int>
##  1 Severe Storm(s)  17438
##  2 Hurricane        12946
##  3 Flood            10562
##  4 Snow              3695
##  5 Fire              3612
##  6 Severe Ice Storm  2942
##  7 Tornado           1569
##  8 Drought           1292
##  9 Coastal Storm      638
## 10 Other              307
## # … with 12 more rows
# filtering by multiple values
incident_types_arranged %>%
  filter(incidentType == "Tornado" | incidentType == "Hurricane")
## # A tibble: 2 × 2
##   incidentType total
##   <chr>        <int>
## 1 Hurricane    12946
## 2 Tornado       1569
# using an array to filter
disaster_array <- c("Tornado", "Hurricane", "Flood")
incident_types_arranged %>%
  filter(incidentType %in% disaster_array)
## # A tibble: 3 × 2
##   incidentType total
##   <chr>        <int>
## 1 Hurricane    12946
## 2 Flood        10562
## 3 Tornado       1569
# missing values
head(is.na(df$incidentType))
## [1] FALSE FALSE FALSE FALSE FALSE FALSE
sum(is.na(df$incidentType))
## [1] 0
# using select()
nrow(df)
## [1] 63698
colnames(df)
##  [1] "femaDeclarationString"    "disasterNumber"          
##  [3] "state"                    "declarationType"         
##  [5] "declarationDate"          "fyDeclared"              
##  [7] "incidentType"             "declarationTitle"        
##  [9] "ihProgramDeclared"        "iaProgramDeclared"       
## [11] "paProgramDeclared"        "hmProgramDeclared"       
## [13] "incidentBeginDate"        "incidentEndDate"         
## [15] "disasterCloseoutDate"     "fipsStateCode"           
## [17] "fipsCountyCode"           "placeCode"               
## [19] "designatedArea"           "declarationRequestNumber"
## [21] "lastIAFilingDate"         "hash"                    
## [23] "id"                       "lastRefresh"
df_narrow <- df %>%
  select(
    femaDeclarationString, state, declarationDate,
    fyDeclared, designatedArea, incidentType
  )
colnames(df_narrow)
## [1] "femaDeclarationString" "state"                 "declarationDate"      
## [4] "fyDeclared"            "designatedArea"        "incidentType"
# using slice()
rev_chron_floods <- df %>%
  filter(incidentType == "Flood") %>%
  arrange(desc(declarationDate)) %>%
  slice(1:5)
rev_chron_floods
## # A tibble: 5 × 24
##   femaDeclar…¹ disas…² state decla…³ declarationDate     fyDec…⁴ incid…⁵ decla…⁶
##   <chr>          <dbl> <chr> <chr>   <dttm>                <dbl> <chr>   <chr>  
## 1 DR-4667-AK      4667 AK    DR      2022-08-26 00:00:00    2022 Flood   FLOODI…
## 2 DR-4667-AK      4667 AK    DR      2022-08-26 00:00:00    2022 Flood   FLOODI…
## 3 DR-4667-AK      4667 AK    DR      2022-08-26 00:00:00    2022 Flood   FLOODI…
## 4 DR-4665-MO      4665 MO    DR      2022-08-08 00:00:00    2022 Flood   SEVERE…
## 5 DR-4665-MO      4665 MO    DR      2022-08-08 00:00:00    2022 Flood   SEVERE…
## # … with 16 more variables: ihProgramDeclared <dbl>, iaProgramDeclared <dbl>,
## #   paProgramDeclared <dbl>, hmProgramDeclared <dbl>, incidentBeginDate <dttm>,
## #   incidentEndDate <dttm>, disasterCloseoutDate <dttm>, fipsStateCode <chr>,
## #   fipsCountyCode <chr>, placeCode <dbl>, designatedArea <chr>,
## #   declarationRequestNumber <dbl>, lastIAFilingDate <dttm>, hash <chr>,
## #   id <chr>, lastRefresh <dttm>, and abbreviated variable names
## #   ¹​femaDeclarationString, ²​disasterNumber, ³​declarationType, ⁴​fyDeclared, …
# using mutate()
floods <- df %>%
  filter(incidentType == "Flood")
floods_adjusted <- floods %>%
  mutate(year = year(declarationDate)) %>%
  select(year, declarationDate, fyDeclared)
floods_adjusted
## # A tibble: 10,562 × 3
##     year declarationDate     fyDeclared
##    <dbl> <dttm>                   <dbl>
##  1  2022 2022-07-13 00:00:00       2022
##  2  2022 2022-07-13 00:00:00       2022
##  3  2022 2022-07-13 00:00:00       2022
##  4  2022 2022-07-13 00:00:00       2022
##  5  2022 2022-06-16 00:00:00       2022
##  6  2022 2022-07-13 00:00:00       2022
##  7  2022 2022-03-29 00:00:00       2022
##  8  2022 2022-03-29 00:00:00       2022
##  9  2022 2022-03-29 00:00:00       2022
## 10  2022 2022-07-13 00:00:00       2022
## # … with 10,552 more rows
# using summarize()
floods %>%
  mutate(year = year(declarationDate)) %>%
  group_by(year) %>%
  summarize(total = n())
## # A tibble: 69 × 2
##     year total
##    <dbl> <int>
##  1  1953     5
##  2  1954     7
##  3  1955     8
##  4  1956     7
##  5  1957    10
##  6  1958     5
##  7  1959     6
##  8  1960     3
##  9  1961    10
## 10  1962    17
## # … with 59 more rows
# using case_when()
floods_match <- floods_adjusted %>%
  mutate(
    year_match =
      case_when(
        year == fyDeclared ~ "Match",
        TRUE ~ "Not a match"
      )
  ) %>%
  group_by(year_match) %>%
  summarize(total = n())
floods_match
## # A tibble: 2 × 2
##   year_match  total
##   <chr>       <int>
## 1 Match        9149
## 2 Not a match  1413
# using pull()
floods_match_count <- floods_match %>%
  filter(year_match == "Not a match") %>%
  pull(total)
floods_match_count
## [1] 1413
# getting the pct
total_obs <- nrow(floods)
floods_match_count / total_obs * 100
## [1] 13.37815
round(floods_match_count / total_obs * 100, 1)
## [1] 13.4
# Which year had the most floods declarations?
annual_floods <- df %>%
  filter(incidentType == "Flood") %>%
  mutate(year = year(declarationDate)) %>%
  group_by(year) %>%
  summarize(total = n()) %>%
  arrange(desc(total))
annual_floods
## # A tibble: 69 × 2
##     year total
##    <dbl> <int>
##  1  2019   628
##  2  1973   580
##  3  1993   496
##  4  1972   486
##  5  2011   467
##  6  1996   418
##  7  2016   407
##  8  1969   394
##  9  1974   386
## 10  1975   377
## # … with 59 more rows
# Which state has had the most flooding declared disasters?
state_floods <- df %>%
  filter(incidentType == "Flood") %>%
  group_by(state) %>%
  summarize(floods = n()) %>%
  arrange(desc(floods))
state_floods
## # A tibble: 55 × 2
##    state floods
##    <chr>  <int>
##  1 IA       722
##  2 MN       661
##  3 ND       653
##  4 MO       522
##  5 TX       503
##  6 KY       472
##  7 SD       413
##  8 NE       376
##  9 LA       363
## 10 PR       362
## # … with 45 more rows

4 Module 2: Joins and Strings

Let’s take a moment to talk about the significance of tidy data. It’s the prefix to a lot of the packages and functions we’re using in this class. But it’s also a philosophy when approaching the structure of data.

There’s an ideal structure for how to stack your data.

And that’s with

  • Each variable is in its own column
  • Each case is in its own row
  • Each value is in its own cell

A join combines two data sets by adding the columns of one data set alongside the columns of the other, usually some of the rows of the second data set along with some rows of the first data set.

A successful join requires something consistent between two data sets to match on: keys.

The function that’s used most often is left_join() because you have one main data set you’d like to supplement with additional columns.

The function works like this:

If the two data frames you want to join have the same name:

left_join(data_frame1, data_frame2, by="shared_column_name")

If the two data frames you want to join have different names:

left_join(data_frame1, data_frame2, by=c("df1_column"="df_2_column"))

Notice that the c() argument in the second example is different from how we’ve used it before as combine. The = column matching operator is specific to _join() functions.

Left join Now there are a few other joins that have their uses.

  • right_join()
  • full_join()
  • semi_join()
  • anti_join()

There are many wonderful functions in the stringr package that you do things like detect patterns, see if strings start with with a pattern, or split or join or substitute strings.

Nearly every news story that involves data analysis can be derived from one these formulas.

  • Difference
    • x - y
  • Percent
    • x / (x + y) * 100
  • Percent change
    • (new - old)/old * 100
  • Per Capita
    • x / population * some multiplier to raise result to a round number

Module 2: Joins and Strings

census_api_key(census_api_key, overwrite = TRUE, install = TRUE)
county_pop <- get_acs(geography = "county", variables = "B01003_001", year = 2020)
df <- read_csv("https://www.fema.gov/api/open/v2/DisasterDeclarationsSummaries.csv")

# combining strings
df_new <- df %>%
  mutate(GEOID = str_c(fipsStateCode, fipsCountyCode))

# joining data frames
joined_new <- left_join(df_new, county_pop, by = "GEOID")
glimpse(joined_new)
## Rows: 63,698
## Columns: 29
## $ femaDeclarationString    <chr> "FM-5444-TX", "FM-5436-NE", "FM-5444-TX", "FM…
## $ disasterNumber           <dbl> 5444, 5436, 5444, 5436, 5436, 5435, 5434, 543…
## $ state                    <chr> "TX", "NE", "TX", "NE", "NE", "AZ", "AZ", "NM…
## $ declarationType          <chr> "FM", "FM", "FM", "FM", "FM", "FM", "FM", "FM…
## $ declarationDate          <dttm> 2022-07-19, 2022-04-23, 2022-07-19, 2022-04-…
## $ fyDeclared               <dbl> 2022, 2022, 2022, 2022, 2022, 2022, 2022, 202…
## $ incidentType             <chr> "Fire", "Fire", "Fire", "Fire", "Fire", "Fire…
## $ declarationTitle         <chr> "CHALK MOUNTAIN FIRE", "ROAD 702 FIRE", "CHAL…
## $ ihProgramDeclared        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ iaProgramDeclared        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ paProgramDeclared        <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ hmProgramDeclared        <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ incidentBeginDate        <dttm> 2022-07-18, 2022-04-22, 2022-07-18, 2022-04-…
## $ incidentEndDate          <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ disasterCloseoutDate     <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ fipsStateCode            <chr> "48", "31", "48", "31", "31", "04", "04", "35…
## $ fipsCountyCode           <chr> "221", "063", "425", "065", "145", "025", "00…
## $ placeCode                <dbl> 99221, 99063, 99425, 99065, 99145, 99025, 990…
## $ designatedArea           <chr> "Hood (County)", "Frontier (County)", "Somerv…
## $ declarationRequestNumber <dbl> 22060, 22034, 22060, 22034, 22034, 22032, 220…
## $ lastIAFilingDate         <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ hash                     <chr> "373c5ec27998afc08a53302dae796f476b1a6546", "…
## $ id                       <chr> "867be42a-71d5-4f13-aa21-d91e0a6fd577", "e671…
## $ lastRefresh              <dttm> 2022-07-20 21:21:23, 2022-07-20 21:21:23, 20…
## $ GEOID                    <chr> "48221", "31063", "48425", "31065", "31145", …
## $ NAME                     <chr> "Hood County, Texas", "Frontier County, Nebra…
## $ variable                 <chr> "B01003_001", "B01003_001", "B01003_001", "B0…
## $ estimate                 <dbl> 60025, 2636, 8958, 4712, 10725, 232396, 14225…
## $ moe                      <dbl> NA, 78, NA, NA, NA, NA, NA, NA, NA, NA, NA, N…
# summarizing data
joined_new %>%
  group_by(incidentType) %>%
  summarize(
    declarations = n(),
    avg_pop = mean(estimate, na.rm = T),
    median_pop = median(estimate, na.rm = T)
  ) %>%
  arrange(desc(avg_pop)) %>%
  slice(1:5)
## # A tibble: 5 × 4
##   incidentType declarations  avg_pop median_pop
##   <chr>               <int>    <dbl>      <dbl>
## 1 Human Cause             7 1437803.   1555605 
## 2 Terrorist               5  782107.    703740 
## 3 Typhoon               130  525816.    525816.
## 4 Freezing              301  504781.    185926 
## 5 Fire                 3612  425135.     45639
# wrangling data to compare the current months of 2022 with the past months (otherwise we’d be comparing 12 months of data in 2021 to 8 in 2022 which would be misleading)
joined_new %>%
  filter(state == "KY") %>%
  filter(incidentType == "Flood") %>%
  mutate(year = year(incidentBeginDate)) %>%
  # extracting months
  mutate(month = month(incidentBeginDate)) %>%
  # only paying attention to months in current year of data set
  filter(month %in% c(1:8)) %>%
  filter(year == 2020 | year == 2021 | year == 2022) %>%
  group_by(year) %>%
  summarize(
    declarations = n(),
    avg_pop = mean(estimate, na.rm = T),
    median_pop = median(estimate, na.rm = T)
  )
## # A tibble: 2 × 4
##    year declarations avg_pop median_pop
##   <dbl>        <int>   <dbl>      <dbl>
## 1  2021           50  33468.     22182.
## 2  2022           20  19381.     15504.
# getting percent
# x / (x + y) * 100
old <- 50 / (50 + 20) * 100
new <- 20 / (20 + 50) * 100

# getting percent change
#  (new - old)/old * 100
(new - old) / old * 100
## [1] -60

Because you’re working with raw data intended for use by an agency for one thing, you’ll need to be able to reshape the data so you can do your own analysis, which will include math (such as difference, percents, percent change, and per capita).

One advanced technique for transforming data you’ll learn in this section is from the tidyr package.

  • pivot_wider()
  • pivot_longer()

In R, you pivot data as in you reshape it. This way you can do math easier across all rows and easier to mutate and manipulate (and is also the preferable data structure for most data viz tools). However, if we wanted to make comparisons that would be difficult. So we need to turn this long data into wide data using pivot_wider(). What’s really powerful about pivot_wider() is the option to be able to draw values from more than one column.

Tidyr pivoting To use the pivot_longer() function which needs:

  1. What columns to focus on cols=
  2. What to name the column with the names of the columns names_to=
  3. What to name the column with the values values_to=
# getting the data (long format)
long_flood <- joined_new %>%
  filter(incidentType == "Flood") %>%
  mutate(year = year(incidentBeginDate)) %>%
  # extracting months
  mutate(month = month(incidentBeginDate)) %>%
  # only paying attention to months in current year of data set
  filter(month %in% c(1:8)) %>%
  filter(year == 2020 | year == 2021 | year == 2022) %>%
  group_by(year, state) %>%
  summarize(
    declarations = n(),
    avg_pop = mean(estimate, na.rm = T),
    median_pop = median(estimate, na.rm = T)
  )
head(long_flood)
## # A tibble: 6 × 5
## # Groups:   year [2]
##    year state declarations avg_pop median_pop
##   <dbl> <chr>        <int>   <dbl>      <dbl>
## 1  2020 ND              20  18073.       4541
## 2  2020 OR               4  36962       26502
## 3  2020 WA              15 272432.      73769
## 4  2020 WI               3 438012.     195859
## 5  2021 AZ               3 108080.     110271
## 6  2021 HI               1 166657      166657
# pivoting the data (wide format)
wide_flood <- long_flood %>%
  select(-avg_pop, -median_pop) %>%
  pivot_wider(
    names_from = "year",
    values_from = "declarations"
  )
head(wide_flood)
## # A tibble: 6 × 4
##   state `2020` `2021` `2022`
##   <chr>  <int>  <int>  <int>
## 1 ND        20     NA     NA
## 2 OR         4     NA     NA
## 3 WA        15     NA     NA
## 4 WI         3     NA     NA
## 5 AZ        NA      3     NA
## 6 HI        NA      1     NA
# calculates the percent change between 2022 and 2021
flood_percent_change <- wide_flood %>%
  summarize(
    `2020` = sum(`2020`, na.rm = T),
    `2021` = sum(`2021`, na.rm = T),
    `2022` = sum(`2022`, na.rm = T)
  ) %>%
  mutate(percent_change = (round((`2022` - `2021`) / `2021` * 100, 1)))
flood_percent_change
## # A tibble: 1 × 4
##   `2020` `2021` `2022` percent_change
##    <int>  <int>  <int>          <dbl>
## 1     42     77     58          -24.7
# drawing values from more than one column
wide_flood_more <- long_flood %>%
  select(-median_pop) %>%
  pivot_wider(
    names_from = "year",
    values_from = c("declarations", "avg_pop")
  )
wide_flood_more
## # A tibble: 18 × 7
##    state declarations_2020 declarations_2021 declarati…¹ avg_p…² avg_p…³ avg_p…⁴
##    <chr>             <int>             <int>       <int>   <dbl>   <dbl>   <dbl>
##  1 ND                   20                NA          NA  18073.     NA      NA 
##  2 OR                    4                NA          NA  36962      NA      NA 
##  3 WA                   15                NA          NA 272432.     NA      NA 
##  4 WI                    3                NA          NA 438012.     NA      NA 
##  5 AZ                   NA                 3          NA     NA  108080.     NA 
##  6 HI                   NA                 1          NA     NA  166657      NA 
##  7 KY                   NA                50          20     NA   33468.  19381.
##  8 LA                   NA                 7          NA     NA  166802.     NA 
##  9 NH                   NA                 2          NA     NA   59606.     NA 
## 10 TN                   NA                 4          NA     NA   26259.     NA 
## 11 VA                   NA                 1          NA     NA   21374      NA 
## 12 VT                   NA                 2          NA     NA   39138.     NA 
## 13 WV                   NA                 7          NA     NA   59030.     NA 
## 14 AK                   NA                NA           3     NA      NA   14479 
## 15 MN                   NA                NA          19     NA      NA   25172.
## 16 MO                   NA                NA           4     NA      NA  427694.
## 17 MT                   NA                NA           7     NA      NA   43349.
## 18 PR                   NA                NA           5     NA      NA   44766.
## # … with abbreviated variable names ¹​declarations_2022, ²​avg_pop_2020,
## #   ³​avg_pop_2021, ⁴​avg_pop_2022
# getting new data
joined_new <- left_join(df_new, county_pop, by = "GEOID") %>%
  mutate(year = year(incidentBeginDate))
  
annual_disasters <- joined_new %>%
  count(incidentType, year, name = "total")

annual_fires <- annual_disasters %>%
  filter(incidentType == "Fire")
annual_fires
## # A tibble: 57 × 3
##    incidentType  year total
##    <chr>        <dbl> <int>
##  1 Fire          1953     1
##  2 Fire          1956     1
##  3 Fire          1960     1
##  4 Fire          1961     1
##  5 Fire          1967    10
##  6 Fire          1970     8
##  7 Fire          1971     3
##  8 Fire          1973    10
##  9 Fire          1974     2
## 10 Fire          1975     2
## # … with 47 more rows
# getting the data
df <- read_csv("https://www.fema.gov/api/open/v2/DisasterDeclarationsSummaries.csv")
county_pop <- read_csv("https://www.andrewbatran.com/data/county_population.csv")

df_new <- df %>%
  mutate(GEOID = str_c(fipsStateCode, fipsCountyCode))

joined_new <- left_join(df_new, county_pop, by = "GEOID")

fires_wide <- joined_new %>%
  filter(incidentType == "Fire") %>%
  mutate(year = year(incidentBeginDate)) %>%
  count(year, NAME) %>%
  filter(!is.na(NAME)) %>%
  pivot_wider(names_from = "year", values_from = n)
fires_wide
## # A tibble: 965 × 41
##    NAME    `1967` `1970` `1973` `1977` `1978` `1980` `1981` `1982` `1985` `1988`
##    <chr>    <int>  <int>  <int>  <int>  <int>  <int>  <int>  <int>  <int>  <int>
##  1 Benewa…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  2 Bonner…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  3 Bounda…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  4 Clearw…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  5 Idaho …      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  6 Kooten…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  7 Latah …      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  8 Lewis …      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
##  9 Nez Pe…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
## 10 Shosho…      1     NA     NA     NA     NA     NA     NA     NA     NA     NA
## # … with 955 more rows, and 30 more variables: `1990` <int>, `1991` <int>,
## #   `1992` <int>, `1993` <int>, `1996` <int>, `1998` <int>, `1999` <int>,
## #   `2000` <int>, `2001` <int>, `2002` <int>, `2003` <int>, `2004` <int>,
## #   `2005` <int>, `2006` <int>, `2007` <int>, `2008` <int>, `2009` <int>,
## #   `2010` <int>, `2011` <int>, `2012` <int>, `2013` <int>, `2014` <int>,
## #   `2015` <int>, `2016` <int>, `2017` <int>, `2018` <int>, `2019` <int>,
## #   `2020` <int>, `2021` <int>, `2022` <int>

The grammar of graphics lets you approach visualizations structurally, letting you combine and swap out graphical elements into figures that display data meaningfully.

Aesthetic

  • The visual property of a graph

  • Position, shape, color, etc.

Data

  • A column in a data set

Here’s are the core components of the chart above:

Core components of a chart

Here’s how the data was mapped in ggplot2 code from a data frame:

Data mapped in ggplot2

ggplot(data = DATA) + GEOM_FUNCTION(mapping = aes(AESTHETIC MAPPINGS))

Grammatical layers Possible aesthetics Possible geoms Facets show subplots for different subsets of data. The table below shows all the different ways you can use facets– you can break it out by one extra variable or even two.

Different ways of facets We can add more customizations to the chart.

Labels Use themes to change the appearance of anything in the plot. While you can customize every font, color, gradient, etc, you can set these styles up ahead of time or use the ones others have created. There are many built-in themes. Make theme adjustments with theme().

Themes

# plotting the data
ggplot(data = annual_fires) +
  geom_col(aes(x = year, y = total))

# scoping the years to 2010 - 2022
ggplot(data = annual_fires) +
  geom_col(aes(x = year, y = total)) +
  scale_x_continuous(limits = c(2010, 2022), breaks = 2010:2022)

# using facets
annual_disasters %>%
  filter(incidentType %in% c("Hurricane", "Fire", "Flood")) %>%
  ggplot() +
  geom_col(mapping = aes(x = year, y = total)) +
  scale_x_continuous(limits = c(2010, 2022), breaks = 2010:2022) +
  facet_wrap(vars(incidentType), ncol = 1)

# customizing charts
annual_disasters %>%
  filter(incidentType %in% c("Hurricane", "Fire", "Flood")) %>%
  ggplot() +
  geom_col(mapping = aes(x = year, y = total)) +
  scale_x_continuous(limits = c(2010, 2022), breaks = 2010:2022) +
  facet_wrap(vars(incidentType), ncol = 1) +
  labs(
    title = "Disaster declarations since 2010",
    x = "",
    y = "Total",
    caption = "Data: FEMA"
  )

# using themes
annual_disasters %>%
  filter(incidentType %in% c("Hurricane", "Fire", "Flood")) %>%
  ggplot() +
  geom_col(mapping = aes(x = year, y = total)) +
  scale_x_continuous(limits = c(2010, 2022), breaks = 2010:2022) +
  facet_wrap(vars(incidentType), ncol = 1) +
  labs(
    title = "Disaster declarations since 2010",
    x = "",
    y = "Total",
    caption = "Data: FEMA"
  ) +
  # theme_minimal() +
  # bbc_style()
  theme_economist() +
  theme(
    plot.title = element_text(face = "italic")
  )

5 Module 3: Loops

We create loops to simplify repetitive tasks. Using i is arbitrary. You could use any letter or object. But it does take the value of what shows up after in. If you want to see how many objects there are in an array, use length() and if you want to see how many rows there are in a data frame, use nrow() and if you want to see how many columns there are in a data frame, use ncol(). Sometimes you’re going to get data split out over several spreadsheets. Loops are a great way to simplify things.

To make a loop work on importing spreadsheets, you’ll need to know:

  1. How many times you need to run the loop
  2. The names of the files
  3. Figure out what you want to do with the files

First, we need to get the list of spreadsheets that we want to import. We’ll use the function called list.files(). Then we use a loop structure where we can use the sheets[i] to refer to specific sheets in the list.

This is the basic structure for if statements. You need a () and {}. You can do multiple tests, too.

if (logical test for true or false) { do something } else if (logical test for true or false) { do something else } else { do this if prior logical tests failed }

When we run scripts and loops currently, they’re done one at a time in a serial form. The next task won’t start until the one before it finishes. But modern computers have multiple cores which enables multiple computations to take place at the same time. There are many ways to run loops in parallel in R, but we’re going to use a package called doParallel. To see how many cores your computer’s working with use detectCores(). To tell R how many cores we want to use use registerDoParallel(cores=X). One valid criticism about R is that because data is stored into memory, there is an actual limit to what processes it can run. But loops and parallelization can allow you to run analyses on smaller slices of the data before joining.

An API stands for an Application Programming Interface and is an intermediary between a data set and others. It’s a way for people outside someone’s system to query and ask for specific slices of data from the system without getting complete access to their system. It’s like a drive-thru menu at a fast food restaurant.

APIs explained The basic steps of pulling data from APIs:

  • Installed the “jsonlite” packages (later on you may need the httr package)
  • Make a “GET” request to the API to pull raw data
  • Parse that data from its raw form through JavaScript Object Notification (JSON) into a usable format
  • Write a loop to “page” through that data and retrieve the full data set

Once one has dissected the anatomy of an API, you can see how easy it is to build them! Basically anybody with an internet connection, an authorization token, and who knows the grammar of the API can access it. Most APIs are published with extensive documentation to help you understand the available options and parameters. There may be more complicated ways to access APIs that involve including headers. We get API requests into R simply using the R package jsonlite and use the function fromJSON(). The jsonlite package just transformed all the squiggles and commas from what you saw in the browser output and gave you a clean looking data frame. If we want multiple combinations of data we can use loops. URLs do not like spaces. URLs require special characters like spaces, quotation marks, and percent signs to be converted into UTF-encoded values. Your browser, if it loaded the URL, automatically replaced the space with a special character %20. The function URLencode() from the utils package should set this up for us.

There’s a lot of data out there and sometimes you can get it because it’s been posted publicly. The best data for a journalist is a one that hasn’t been scrutinized already. A new package called rvest and it’s part of the tidy universe bundle and it is used for scrapping purposes. First step is reading the HTML page with read_html(). Then we’ll need to find the HTML/CSS elements to target. One way is to use inspect element but since we’ve already installed selector gadget we’ll use that instead.

So, the read_html() and html_nodes() and html_text() functions are all you’ll need for many common web scraping tasks.

  • Get the HTML for the webpage you want
  • Decide what part of the page to focus on and figure out what HTML or CSS to select it
  • Select that HTML and analyze it

There are others, though.

  • html_attr() for grabbing links
  • html_table() to parse an html table into a data frame
  • html_form_submit() if you want to set values in a form submission

When scraping we’ll set a timer at the end of the loop to wait after each loop so we don’t overwhelm their servers (or get banned). The function is Sys.sleep().

Sometimes you may not need to scrape a website if you can find the JSON a website loads to run. If you enable “Inspect Element” in your browser, you can see all the pieces that a website needs to run when you reload it. If you scrape data, try to follow these general rules:

  1. Do not overwhelm their servers. Put in pauses so you’re not effectively running a distributed denial of service attack on them.
  2. Do not display any raw data that could identify individuals in the data
  3. Only show data relevant to your story and proves your methodology and not any proprietary information

Module 2: Loops

# basic for loop structure
for (i in 1:10) {
  print(i)
}
## [1] 1
## [1] 2
## [1] 3
## [1] 4
## [1] 5
## [1] 6
## [1] 7
## [1] 8
## [1] 9
## [1] 10
# using length()
states <- c("Texas", "Florida", "California", "New York", "Indiana", "Maine")

for (arbitrary_name in 1:length(states)) {
  print(arbitrary_name)
}
## [1] 1
## [1] 2
## [1] 3
## [1] 4
## [1] 5
## [1] 6
for (i in 1:length(states)) {
  print(str_c("array object ", i, " is ", states[i]))
}
## [1] "array object 1 is Texas"
## [1] "array object 2 is Florida"
## [1] "array object 3 is California"
## [1] "array object 4 is New York"
## [1] "array object 5 is Indiana"
## [1] "array object 6 is Maine"
# getting the data
df1 <- read_csv("input/covid_data/2020-01.csv")
df2 <- read_csv("input/covid_data/2020-02.csv")
df <- rbind(df1, df2) %>% 
  glimpse()
## Rows: 39
## Columns: 4
## $ Country_Region <chr> "US", "US", "US", "US", "US", "US", "US", "US", "US", "…
## $ date           <date> 2020-01-22, 2020-01-23, 2020-01-24, 2020-01-25, 2020-0…
## $ confirmed      <dbl> 1, 1, 2, 2, 5, 5, 5, 6, 6, 8, 8, 8, 11, 11, 11, 12, 12,…
## $ daily          <dbl> NA, 0, 1, 0, 3, 0, 0, 1, 0, 2, 0, 0, 3, 0, 0, 1, 0, 0, …
# getting the list of data files
sheets <- list.files("input/covid_data", full.names = TRUE)
sheets
##  [1] "input/covid_data/2020-01.csv" "input/covid_data/2020-02.csv"
##  [3] "input/covid_data/2020-03.csv" "input/covid_data/2020-04.csv"
##  [5] "input/covid_data/2020-05.csv" "input/covid_data/2020-06.csv"
##  [7] "input/covid_data/2020-07.csv" "input/covid_data/2020-08.csv"
##  [9] "input/covid_data/2020-09.csv" "input/covid_data/2020-10.csv"
## [11] "input/covid_data/2020-11.csv" "input/covid_data/2020-12.csv"
## [13] "input/covid_data/2021-01.csv" "input/covid_data/2021-02.csv"
## [15] "input/covid_data/2021-03.csv" "input/covid_data/2021-04.csv"
## [17] "input/covid_data/2021-05.csv" "input/covid_data/2021-06.csv"
## [19] "input/covid_data/2021-07.csv" "input/covid_data/2021-08.csv"
## [21] "input/covid_data/2021-09.csv" "input/covid_data/2021-10.csv"
## [23] "input/covid_data/2021-11.csv" "input/covid_data/2021-12.csv"
## [25] "input/covid_data/2022-01.csv" "input/covid_data/2022-02.csv"
## [27] "input/covid_data/2022-03.csv" "input/covid_data/2022-04.csv"
## [29] "input/covid_data/2022-05.csv" "input/covid_data/2022-06.csv"
## [31] "input/covid_data/2022-07.csv" "input/covid_data/2022-08.csv"
length(sheets)
## [1] 32
# importing the data in an iterative way (but not saving it!)
for (i in 1:length(sheets)) {
  read_csv(sheets[i])
  print(sheets[i])
}
## [1] "input/covid_data/2020-01.csv"
## [1] "input/covid_data/2020-02.csv"
## [1] "input/covid_data/2020-03.csv"
## [1] "input/covid_data/2020-04.csv"
## [1] "input/covid_data/2020-05.csv"
## [1] "input/covid_data/2020-06.csv"
## [1] "input/covid_data/2020-07.csv"
## [1] "input/covid_data/2020-08.csv"
## [1] "input/covid_data/2020-09.csv"
## [1] "input/covid_data/2020-10.csv"
## [1] "input/covid_data/2020-11.csv"
## [1] "input/covid_data/2020-12.csv"
## [1] "input/covid_data/2021-01.csv"
## [1] "input/covid_data/2021-02.csv"
## [1] "input/covid_data/2021-03.csv"
## [1] "input/covid_data/2021-04.csv"
## [1] "input/covid_data/2021-05.csv"
## [1] "input/covid_data/2021-06.csv"
## [1] "input/covid_data/2021-07.csv"
## [1] "input/covid_data/2021-08.csv"
## [1] "input/covid_data/2021-09.csv"
## [1] "input/covid_data/2021-10.csv"
## [1] "input/covid_data/2021-11.csv"
## [1] "input/covid_data/2021-12.csv"
## [1] "input/covid_data/2022-01.csv"
## [1] "input/covid_data/2022-02.csv"
## [1] "input/covid_data/2022-03.csv"
## [1] "input/covid_data/2022-04.csv"
## [1] "input/covid_data/2022-05.csv"
## [1] "input/covid_data/2022-06.csv"
## [1] "input/covid_data/2022-07.csv"
## [1] "input/covid_data/2022-08.csv"
# importing the data and saving as one big data frame
for (i in 1:length(sheets)) {
  df <- read_csv(sheets[i])

  # if first time looping, save df as big_df
  if (i == 1) {
    big_df <- df
  } else {
    # if not the first time looping, then rbind it to big_df
    big_df <- rbind(big_df, df)
  }

  print(nrow(big_df))
}
## [1] 10
## [1] 39
## [1] 70
## [1] 100
## [1] 131
## [1] 161
## [1] 192
## [1] 223
## [1] 253
## [1] 284
## [1] 314
## [1] 345
## [1] 376
## [1] 404
## [1] 435
## [1] 465
## [1] 496
## [1] 526
## [1] 557
## [1] 588
## [1] 618
## [1] 649
## [1] 679
## [1] 710
## [1] 741
## [1] 769
## [1] 800
## [1] 830
## [1] 861
## [1] 891
## [1] 922
## [1] 934
glimpse(big_df)
## Rows: 934
## Columns: 4
## $ Country_Region <chr> "US", "US", "US", "US", "US", "US", "US", "US", "US", "…
## $ date           <date> 2020-01-22, 2020-01-23, 2020-01-24, 2020-01-25, 2020-0…
## $ confirmed      <dbl> 1, 1, 2, 2, 5, 5, 5, 6, 6, 8, 8, 8, 11, 11, 11, 12, 12,…
## $ daily          <dbl> NA, 0, 1, 0, 3, 0, 0, 1, 0, 2, 0, 0, 3, 0, 0, 1, 0, 0, …
# detecting cores
detectCores()
## [1] 8
# how many cores
registerDoParallel(cores = 4)

# checking system time
system.time(
  for (i in 1:length(sheets)) {
    df <- read_csv(sheets[i])

    # if first time looping, save df as big_df
    if (i == 1) {
      big_df <- df
    } else {
      # if not the first time looping, then rbind it to big_df
      big_df <- rbind(big_df, df)
    }

    print(nrow(big_df))
  }
)
## [1] 10
## [1] 39
## [1] 70
## [1] 100
## [1] 131
## [1] 161
## [1] 192
## [1] 223
## [1] 253
## [1] 284
## [1] 314
## [1] 345
## [1] 376
## [1] 404
## [1] 435
## [1] 465
## [1] 496
## [1] 526
## [1] 557
## [1] 588
## [1] 618
## [1] 649
## [1] 679
## [1] 710
## [1] 741
## [1] 769
## [1] 800
## [1] 830
## [1] 861
## [1] 891
## [1] 922
## [1] 934
##        User      System verstrichen 
##       0.438       0.028       0.456
# checking in pararell
system.time(
  big_df <- foreach(i = 1:length(sheets), .combine = rbind) %dopar% {
    read_csv(sheets[i])
  }
)
##        User      System verstrichen 
##       0.006       0.008       0.190
# getting JSON requests from APIs
url <-"https://arcos-api.ext.nile.works/v1/combined_county_annual?key=WaPo&county=Mingo&state=WV"
mingo <- fromJSON(url)
mingo
##   BUYER_COUNTY BUYER_STATE year count DOSAGE_UNIT countyfips
## 1        MINGO          WV 2006  4192     4691980      54059
## 2        MINGO          WV 2007  5389     7511830      54059
## 3        MINGO          WV 2008  7496     9795100      54059
## 4        MINGO          WV 2009  7227     7464630      54059
## 5        MINGO          WV 2010  4466     3162950      54059
## 6        MINGO          WV 2011  4243     2863950      54059
## 7        MINGO          WV 2012  4141     2779190      54059
## 8        MINGO          WV 2013  4189     2562840      54059
## 9        MINGO          WV 2014  3784     2414610      54059
# getting more data
base <- "https://arcos-api.ext.nile.works/v1/combined_county_annual"
county <- "Palm Beach"
county <- URLencode(county)
state <- "FL"
info_key <- "key=WaPo"

API_URL <- str_c(base, "?county=", county, "&state=", state, "&", info_key)

fromJSON(API_URL)
##   BUYER_COUNTY BUYER_STATE year  count DOSAGE_UNIT countyfips
## 1   PALM BEACH          FL 2006 112061    39492819      12099
## 2   PALM BEACH          FL 2007 119234    48679842      12099
## 3   PALM BEACH          FL 2008 120101    57104985      12099
## 4   PALM BEACH          FL 2009 124892    70419057      12099
## 5   PALM BEACH          FL 2010 124760    72105280      12099
## 6   PALM BEACH          FL 2011 116957    53235431      12099
## 7   PALM BEACH          FL 2012 109981    40403512      12099
## 8   PALM BEACH          FL 2013 115336    36879426      12099
## 9   PALM BEACH          FL 2014  98750    36062476      12099
# looping to make an API call
counties <- c("Broward", "Miami-Dade", "Palm Beach")
base <- 'https://arcos-api.ext.nile.works/v1/combined_county_annual'

for (i in 1:length(counties)) {
  county <- counties[i]
  county <- URLencode(county)
  state <- "FL"
  info_key <- "key=WaPo"
  API_URL <- str_c(base, "?county=", county, "&state=", state, "&", info_key)

  df <- fromJSON(API_URL)

  if (i == 1) {
    tidy_df <- df
  } else {
    tidy_df <- rbind(tidy_df, df)
  }
}

tidy_df
##    BUYER_COUNTY BUYER_STATE year  count DOSAGE_UNIT countyfips
## 1       BROWARD          FL 2006 132503    58919069      12011
## 2       BROWARD          FL 2007 139377    71823464      12011
## 3       BROWARD          FL 2008 142896    82629498      12011
## 4       BROWARD          FL 2009 147200    95286792      12011
## 5       BROWARD          FL 2010 154319   107584155      12011
## 6       BROWARD          FL 2011 140863    69949463      12011
## 7       BROWARD          FL 2012 124960    48581182      12011
## 8       BROWARD          FL 2013 129641    43513585      12011
## 9       BROWARD          FL 2014 112580    42581996      12011
## 10   MIAMI-DADE          FL 2006  68404    22299594      12086
## 11   MIAMI-DADE          FL 2007  71798    25692974      12086
## 12   MIAMI-DADE          FL 2008  74757    28451804      12086
## 13   MIAMI-DADE          FL 2009  80598    35005383      12086
## 14   MIAMI-DADE          FL 2010  87563    46211285      12086
## 15   MIAMI-DADE          FL 2011  92543    46191079      12086
## 16   MIAMI-DADE          FL 2012  78864    30021954      12086
## 17   MIAMI-DADE          FL 2013  82105    27127532      12086
## 18   MIAMI-DADE          FL 2014  73715    25444352      12086
## 19   PALM BEACH          FL 2006 112061    39492819      12099
## 20   PALM BEACH          FL 2007 119234    48679842      12099
## 21   PALM BEACH          FL 2008 120101    57104985      12099
## 22   PALM BEACH          FL 2009 124892    70419057      12099
## 23   PALM BEACH          FL 2010 124760    72105280      12099
## 24   PALM BEACH          FL 2011 116957    53235431      12099
## 25   PALM BEACH          FL 2012 109981    40403512      12099
## 26   PALM BEACH          FL 2013 115336    36879426      12099
## 27   PALM BEACH          FL 2014  98750    36062476      12099
# reading HTML with rvest::read_html()
url <- "https://www.amazon.com/product-reviews/B09XF2Z12G/"
amazon <- read_html(url)
amazon
## {html_document}
## <html lang="en-us" class="a-no-js" data-19ax5a9jf="dingo">
## [1] <head>\n<meta http-equiv="Content-Type" content="text/html; charset=UTF-8 ...
## [2] <body>\n<span id="cr-state-object" data-state='{"asin":"B09XF2Z12G","devi ...
# getting the elements and content (text)
ratings <- amazon %>%
  html_nodes("#cm_cr-review_list .review-rating") %>%
  html_text()
ratings
##  [1] "4.0 out of 5 stars" "4.0 out of 5 stars" "5.0 out of 5 stars"
##  [4] "4.0 out of 5 stars" "4.0 out of 5 stars" "4.0 out of 5 stars"
##  [7] "5.0 out of 5 stars" "5.0 out of 5 stars" "5.0 out of 5 stars"
## [10] "5.0 out of 5 stars"
dates <- amazon %>%
  html_nodes("#cm_cr-review_list .review-date") %>%
  html_text()
dates
##  [1] "Reviewed in the United States on July 26, 2022"     
##  [2] "Reviewed in the United States on September 29, 2022"
##  [3] "Reviewed in the United States on September 27, 2022"
##  [4] "Reviewed in the United States on July 17, 2022"     
##  [5] "Reviewed in the United States on September 2, 2022" 
##  [6] "Reviewed in the United States on September 5, 2022" 
##  [7] "Reviewed in the United States on September 29, 2022"
##  [8] "Reviewed in the United States on October 2, 2022"   
##  [9] "Reviewed in the United States on September 18, 2022"
## [10] "Reviewed in the United States on September 11, 2022"
review_text <- amazon %>%
  html_nodes(".a-spacing-small.review-data") %>%
  html_text()
review_text
##  [1] "\n\n\n\n\n\n\n\n  \n  \n    (UPDATE - 07/29/22): No response from this seller. Although I'm disappointed in the service I've received, the product is still a solid choice for me. 4 stars. Thank you(ORIGINAL):Hi, my name's George. As a person who works with the public often, I started shopping on Amazon for a small, affordable voice recorder. In order to protect my interests during my work, I needed a portable solution so that I could still fully devote myself to my work & passion which is engaging in freelance entertainment. I purchased the L87 recorder on Amazon Prime Day '22 since it was on a deal at that time. My expectations weren't all that high as I'm all-in-all, a pretty low-maintenance kind of guy.Wow! I was very impressed with this product once it arrived. The build quality of the device was the first thing that I noticed. Other recorders I've used were made with mostly cheap plastic, and this is an all-metal body device.I purchased the device for its USB-C connectivity, as many of the other devices I own now have USB-C connectors to charge and faster transfer rates. The \"VOICE-ONLY\" recording feature was a pleasant surprise as I had really accumulated a mess of silent MBs on my recordings using other devices.Finally, the BUTTON-LOCK feature was really what sold me. I had encountered incidents in the past while using other recorders I had purchased. I had lost very special moments due to accidently mispressing a button while the recorder had been loose in my pocket. That type of concern doesn't bother me anymore as you have to press-and-hold the unlock button for an accidental press to have any effect on your recording.On top of all this, the seller has been VERY accommodating and had even offered an incentive for just sharing my experience with their product. A nice touch! I am hugely impressed, and will keep this seller in mind for future purchases where applicable. Thanks for reading !\n  \n"
##  [2] "\n\n\n\n\n\n\n\n  \n  \n    A little awkward to use but the mics are good quality and that shows in the recording.\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
##  [3] "\n\n\n\n\n\n\n\n  \n  \n    Very nice. Great mic you can be far away and it picks up your voice clearly. Good price. Highly recommend!\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
##  [4] "\n\n\n\n\n\n\n\n  \n  \n    My only problem is that the manual, as often happens with products that are made in other countries - which is, I suspect, what happened here - and after spending so much time and money on R&D and manufacture, companies often decide to use non-native English speakers to write their manuals. Without going into detail, there are several places in which it is clear that the person has a good grasp of English, but it is insufficient to avoid several sentences which are confusing. Rather than going into this, I suggest you have a native speaker read through the manual. He will quickly find what I'm talking about. Once this is corrected, the manual will be much better. Otherwise, I'm fine with the product.\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
##  [5] "\n\n\n\n\n\n\n\n  \n  \n    I enjoy the size of the recorder. Also, it picks up minute sounds. However,  I would like to be able to put titles/headings on the different recordings. This recorder does not allow the aforementioned step.\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
##  [6] "\n\n\n\n\n\n\n\n  \n  \n    The product had good reviews so I wanted to give it a try.  Perfect for what I need to record.  I would recommend this product.\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
##  [7] "\n\n\n\n\n\n\n\n  \n  \n    Works better than I expected.\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
##  [8] "\n\n\n\n\n\n\n\n  \n  \n    no dislikes\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
##  [9] "\n\n\n\n\n\n\n\n  \n  \n    Records high quality audio and is very simple and easy to use. Clean and sleek. Perfect for lecture notes and more.\n  \n"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
## [10] "\n\n\n\n\n\n\n\n  \n  \n    I was nervous at first but when I learned how to use it, it was very easy to record and just as easy to upload to my computer.\n  \n"
some_reviews <- data.frame(ratings, dates, review_text)
glimpse(some_reviews)
## Rows: 10
## Columns: 3
## $ ratings     <chr> "4.0 out of 5 stars", "4.0 out of 5 stars", "5.0 out of 5 …
## $ dates       <chr> "Reviewed in the United States on July 26, 2022", "Reviewe…
## $ review_text <chr> "\n\n\n\n\n\n\n\n  \n  \n    (UPDATE - 07/29/22): No respo…
# wrangling the data
some_reviews <- some_reviews %>%
  mutate(
    # Need to get the ratings into a numeric format instead of sentence format
    ratings = str_replace(ratings, " out of 5 stars", ""),
    ratings = as.numeric(ratings),
    # Need to turn the dates into a date format instead of sentence format
    dates = str_replace(dates, ".* on ", ""),
    dates = mdy(dates),
    # Let's get rid of extra spaces and \ns taht indicate line breaks in the html code
    review_text = str_trim(review_text)
  )

glimpse(some_reviews)
## Rows: 10
## Columns: 3
## $ ratings     <dbl> 4, 4, 5, 4, 4, 4, 5, 5, 5, 5
## $ dates       <date> 2022-07-26, 2022-09-29, 2022-09-27, 2022-07-17, 2022-09-02…
## $ review_text <chr> "(UPDATE - 07/29/22): No response from this seller. Altho…
# getting the total number of reviews
total_reviews <- amazon %>%
  html_nodes("#filter-info-section .a-size-base") %>%
  html_text() %>%
  str_trim() %>%
  str_replace(".*ratings, ", "") %>%
  parse_number()

total_reviews
## [1] 381
# looping throughout all pages
for (i in 1:round(total_reviews / 10)) {
  base_url <- "https://www.amazon.com/48GB-Digital-Voice-Recorder-Dictaphone/product-reviews/B09XF2Z12G/?ie=UTF8&reviewerType=all_reviews&pageNumber="
  new_url <- str_c(base_url, i)
  amazon <- read_html(new_url)

  ratings <- amazon %>%
    html_nodes("#cm_cr-review_list .review-rating") %>%
    html_text()

  dates <- amazon %>%
    html_nodes("#cm_cr-review_list .review-date") %>%
    html_text()

  review_text <- amazon %>%
    html_nodes(".a-spacing-small.review-data") %>%
    html_text()

  some_reviews <- data.frame(ratings, dates, review_text) %>%
    mutate(
      ratings = str_replace(ratings, " out of 5 stars", ""),
      ratings = as.numeric(ratings),
      dates = str_replace(dates, ".* on ", ""),
      dates = mdy(dates),
      review_text = str_trim(review_text)
    )

  if (i == 1) {
    all_reviews <- some_reviews
  } else {
    all_reviews <- rbind(all_reviews, some_reviews)
  }
  Sys.sleep(1)
}

all_reviews
##     ratings      dates
## 1         4 2022-07-26
## 2         4 2022-09-29
## 3         5 2022-09-27
## 4         4 2022-07-17
## 5         4 2022-09-02
## 6         4 2022-09-05
## 7         5 2022-09-29
## 8         5 2022-10-02
## 9         5 2022-09-18
## 10        5 2022-09-11
## 11        5 2022-09-09
## 12        5 2022-07-20
## 13        4 2022-06-02
## 14        5 2022-08-05
## 15        5 2022-09-21
## 16        5 2022-07-14
## 17        5 2022-09-15
## 18        4 2022-08-23
## 19        5 2022-08-15
## 20        5 2022-08-07
## 21        5 2022-09-16
## 22        5 2022-08-20
## 23        5 2022-07-29
## 24        5 2022-09-12
## 25        5 2022-07-23
## 26        5 2022-08-18
## 27        5 2022-07-27
## 28        5 2022-09-07
## 29        5 2022-08-22
## 30        4 2022-08-10
## 31        5 2022-07-12
## 32        4 2022-07-26
## 33        4 2022-07-20
## 34        5 2022-08-24
## 35        5 2022-07-26
## 36        5 2022-08-10
## 37        5 2022-09-04
## 38        5 2022-07-14
## 39        5 2022-08-24
## 40        5 2022-07-19
## 41        4 2022-06-29
## 42        5 2022-07-23
## 43        4 2022-07-06
## 44        5 2022-08-20
## 45        5 2022-07-18
## 46        5 2022-07-22
## 47        4 2022-07-14
## 48        4 2022-07-09
## 49        4 2022-07-18
## 50        5 2022-07-22
## 51        4 2022-07-27
## 52        3 2022-09-29
## 53        4 2022-06-29
## 54        5 2022-07-22
## 55        5 2022-08-16
## 56        4 2022-05-28
## 57        5 2022-07-22
## 58        5 2022-07-29
## 59        5 2022-08-13
## 60        5 2022-08-18
## 61        3 2022-09-14
## 62        5 2022-07-01
## 63        5 2022-06-24
## 64        5 2022-08-09
## 65        5 2022-08-09
## 66        4 2022-06-13
## 67        4 2022-06-03
## 68        5 2022-08-06
## 69        5 2022-08-08
## 70        4 2022-06-19
## 71        5 2022-07-17
## 72        4 2022-07-12
## 73        4 2022-06-29
## 74        5 2022-07-18
## 75        5 2022-08-14
## 76        5 2022-07-23
## 77        5 2022-08-04
## 78        5 2022-07-02
## 79        5 2022-08-05
## 80        5 2022-08-10
## 81        5 2022-07-10
## 82        5 2022-07-25
## 83        5 2022-08-03
## 84        5 2022-07-24
## 85        5 2022-08-09
## 86        5 2022-08-02
## 87        5 2022-07-30
## 88        5 2022-07-25
## 89        5 2022-07-30
## 90        4 2022-06-17
## 91        5 2022-07-18
## 92        5 2022-07-14
## 93        5 2022-07-31
## 94        5 2022-08-01
## 95        5 2022-07-28
## 96        5 2022-07-21
## 97        5 2022-07-18
## 98        5 2022-07-26
## 99        5 2022-07-10
## 100       5 2022-07-15
## 101       5 2022-07-28
## 102       5 2022-07-21
## 103       5 2022-08-01
## 104       5 2022-07-07
## 105       5 2022-07-26
## 106       5 2022-07-15
## 107       5 2022-07-29
## 108       5 2022-07-22
## 109       5 2022-07-16
## 110       5 2022-07-16
## 111       5 2022-06-21
## 112       5 2022-07-30
## 113       5 2022-07-07
## 114       5 2022-07-21
## 115       5 2022-07-17
## 116       5 2022-06-12
## 117       5 2022-07-12
## 118       5 2022-07-21
## 119       5 2022-06-29
## 120       5 2022-07-24
## 121       5 2022-07-23
## 122       5 2022-07-19
## 123       2 2022-06-10
## 124       5 2022-07-20
## 125       5 2022-07-15
## 126       5 2022-06-30
## 127       5 2022-06-19
## 128       5 2022-06-11
## 129       5 2022-07-11
## 130       5 2022-07-18
## 131       5 2022-07-20
## 132       5 2022-07-30
## 133       5 2022-07-06
## 134       5 2022-07-29
## 135       5 2022-06-23
## 136       5 2022-06-09
## 137       5 2022-07-13
## 138       5 2022-07-03
## 139       5 2022-06-18
## 140       5 2022-07-19
## 141       5 2022-07-19
## 142       5 2022-07-17
## 143       5 2022-06-13
## 144       5 2022-07-05
## 145       5 2022-06-27
## 146       5 2022-07-14
## 147       5 2022-07-23
## 148       5 2022-07-08
## 149       5 2022-07-12
## 150       5 2022-07-19
## 151       5 2022-07-19
## 152       5 2022-07-19
## 153       5 2022-06-17
## 154       5 2022-07-20
## 155       5 2022-07-19
## 156       5 2022-07-12
## 157       5 2022-07-13
## 158       5 2022-06-18
## 159       5 2022-07-06
## 160       5 2022-06-01
## 161       5 2022-07-19
## 162       5 2022-06-27
## 163       5 2022-06-24
## 164       5 2022-07-13
## 165       5 2022-06-28
## 166       5 2022-06-10
## 167       5 2022-07-10
## 168       5 2022-07-17
## 169       5 2022-07-02
## 170       5 2022-07-14
## 171       5 2022-07-13
## 172       5 2022-07-11
## 173       5 2022-07-08
## 174       5 2022-07-12
## 175       5 2022-07-09
## 176       5 2022-07-05
## 177       5 2022-06-16
## 178       5 2022-07-21
## 179       5 2022-07-08
## 180       5 2022-07-11
## 181       5 2022-07-11
## 182       5 2022-07-14
## 183       5 2022-06-09
## 184       5 2022-06-05
## 185       5 2022-06-17
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## 380       5 2022-09-21
##                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        review_text
## 1   (UPDATE - 07/29/22): No response from this seller. Although I'm disappointed in the service I've received, the product is still a solid choice for me. 4 stars. Thank you(ORIGINAL):Hi, my name's George. As a person who works with the public often, I started shopping on Amazon for a small, affordable voice recorder. In order to protect my interests during my work, I needed a portable solution so that I could still fully devote myself to my work & passion which is engaging in freelance entertainment. I purchased the L87 recorder on Amazon Prime Day '22 since it was on a deal at that time. My expectations weren't all that high as I'm all-in-all, a pretty low-maintenance kind of guy.Wow! I was very impressed with this product once it arrived. The build quality of the device was the first thing that I noticed. Other recorders I've used were made with mostly cheap plastic, and this is an all-metal body device.I purchased the device for its USB-C connectivity, as many of the other devices I own now have USB-C connectors to charge and faster transfer rates. The "VOICE-ONLY" recording feature was a pleasant surprise as I had really accumulated a mess of silent MBs on my recordings using other devices.Finally, the BUTTON-LOCK feature was really what sold me. I had encountered incidents in the past while using other recorders I had purchased. I had lost very special moments due to accidently mispressing a button while the recorder had been loose in my pocket. That type of concern doesn't bother me anymore as you have to press-and-hold the unlock button for an accidental press to have any effect on your recording.On top of all this, the seller has been VERY accommodating and had even offered an incentive for just sharing my experience with their product. A nice touch! I am hugely impressed, and will keep this seller in mind for future purchases where applicable. Thanks for reading !
## 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           A little awkward to use but the mics are good quality and that shows in the recording.
## 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Very nice. Great mic you can be far away and it picks up your voice clearly. Good price. Highly recommend!
## 4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            My only problem is that the manual, as often happens with products that are made in other countries - which is, I suspect, what happened here - and after spending so much time and money on R&D and manufacture, companies often decide to use non-native English speakers to write their manuals. Without going into detail, there are several places in which it is clear that the person has a good grasp of English, but it is insufficient to avoid several sentences which are confusing. Rather than going into this, I suggest you have a native speaker read through the manual. He will quickly find what I'm talking about. Once this is corrected, the manual will be much better. Otherwise, I'm fine with the product.
## 5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   I enjoy the size of the recorder. Also, it picks up minute sounds. However,  I would like to be able to put titles/headings on the different recordings. This recorder does not allow the aforementioned step.
## 6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The product had good reviews so I wanted to give it a try.  Perfect for what I need to record.  I would recommend this product.
## 7                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Works better than I expected.
## 8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      no dislikes
## 9                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Records high quality audio and is very simple and easy to use. Clean and sleek. Perfect for lecture notes and more.
## 10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  I was nervous at first but when I learned how to use it, it was very easy to record and just as easy to upload to my computer.
## 11                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I was hoping for a straight forward recorder that was easy to use. That was exactly what I got. It holds a good amount for what I need it for. Would recommend to others
## 12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     This recorder is definitely worth considering if you are looking for amazing sound quality, ease of use, features, and the asking price because this ticks all of the boxes and many more! My son has made great use out of this in college as he wants to capture the important information from his instructor, and this is where the microphone sensitivity comes into play--he can adjust it depending on the size of building and how far the instructor is. I like that they included a 32GB SD card along with its 16GB of internal storage--a lot of storage in that department! It has an amazing battery life, and its charge time is very fast thanks to the USB-C port. The recorder's build quality is amazing--especially at this price point--it's professionally made and well built. Overall, I'm very happy that I purchased this recorder for my son! It's definitely worth every penny!
## 13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               This recorder is a solid piece of tool.  First off the price is great.  Its not expensive at all.  Now for the price, you could assume that the product may not be on par, but you'd be wrong.  It's size makes it both easy to have on you all the time and the right size to be able to use the product without fumbling with it.  The controls took a second to comprehend, but was easy, (using the instruction booklet), to get and with a couple of usages, I was able to get it well.  The sound quality is superb, to where it is too good.  I have to remember that unlike my last recorder, I don't have to have the mic so close when taking.  My only reason for this product is to be able to gather thoughts and ideas at work and this product helps me to stay focused and remember everything easily.  I highly recommend this recorder to anyone looking for this type of tool.
## 14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           This digital voice recorder has the simplest setup. I just read the first paragraph on page one. You should be able to up and activated all the options icluding VAR,(Voice Activated Recoding) tarssferring the wav/MP3 files to the SD card instead of the rest within 5 minutes. The negative comments about setu problem is unjustified. The VAR works from 15 feet ( I have not tries further tahn that). You can leave the power on VAR will will be intialized only when someone is talking. I like the digital recorder and my grand daughter uses this every day in college.
## 15                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Good recorder, works as described.
## 16                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        So many recorders to choose from that I was hesitant picking this one but it's very handy with a lot of features. The instructions are very easy to understand that I had it set up and using in about 10 minutes or less. You can loop your recording, set points to playback from one point (A) to (B), slow the playback speed down or speed it up without it sounding like chipmunks lol, protect with a password, has an equalizer with presets like rock, punk, etc., comes with 16gb on device and a 32gb micro SD card in device and can take a maximum of 128gb micro SD card, and so much more. If your looking for a voice recorder with a lot of features in a compact design that fits in your pocket then buy this, I highly recommend it.
## 17                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Perfect for my college classes
## 18                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     I used this in my nursing school classes. Very easy to use.
## 19                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    The product is great for the price! I will disclaim that the rebate requests a 5 star review, which I find shady and avoid doing with most products if it’s requested, but it is a genuinely good product. I use it to record my Dungeons and Dragons sessions so that I can play them back and learn! I’d definitely recommend the product.
## 20                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I like thes product. Et was purchased for someone who es blind to be able to read papers she need to be able to hear and study.  She es able to use thes voice recorder easily to retrieve what es recorded.  As for the recording, very easy to use and have a long battery life which helps to made et likable.  Would purchase again.
## 21                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 I. Like. It....
## 22                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Battery life is great. I like that I can transfer files to my computer quickly and easily. I use this recorder for band practices- the sound quality isn’t great (drums and bass are probably too loud, not the recorder’s fault). Would recommend, especially for the price point.
## 23                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Not sure if I needed a recorder since I had a cell phone but I was happy with the purchase. Small enough to fit in your pocket, but sturdy and high quality. Recording is good. The playback software is ok, it's not too complicated and there are some cool features if you read the instruction book. The instructions are decent, not perfect (some spelling errors). The playback could be a bit easier, just too many buttons to press, so I wish it was touch screen, but overall, seems like customer service will be good.
## 24                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                A bit small but mighty for size.
## 25                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  This was the third recorder I ordered (all in this price range); the other 2 were returned.  The first was flimsy quality and didn't work, and the second had a red light that came on when first turned on that would not go off and it didn't work.  The second vendor never even responded to my help inquiry.This recorder is great; substantial feel, great instructions, perfect size, and works as advertised.  I put a neck lanyard on it so I can carry it with me and have it close for note / thought recording.  Highly recommend.
## 26                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I have no problems with this product. It was able to pickup every person in the large conference room and was super clear. It was easy to use and didn't need to really read any instructions to learn how to work it.
## 27                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                I absolutely love this voice recorder. The small slim size makes it easily fit inside my hand. The button layout is simple and understandable The left side contains a headphone jack that can be used to playback audio if desired. Also, the left side contains a port for the micro SD card and a USB-C port for plugging into one's computer. Once the voice recorder is plugged into the computer, the audio playback system is simple, and you can scroll through different time stamps throughout your entire recording. I would highly recommend this voice recorder, you will not regret this purchase.
## 28                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         The sound quality is good and the device is easy to use
## 29                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I love the sound quality and the record only when it hears sound and you can adjust the sensitivity of the automatic record feature.  I love the size. One of the best recorders I have purchased.
## 30                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I like the sound quality. It is hard to navigate the menu.
## 31                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  bought this recorder for my dad so that he could record memories of his life.  my mom passed away unexpectedly before I could ask her for more childhood memories so this recorder was my answer for my dad to record the memories with ease.  its small so he can easily carry it around with him. he can randomly talk and I will have a permanent record of his life - his childhood, his marriage, raising 3 kids, his greatest memories, thoughts.  this is very user friendly and efficient.  I plan to purchase one for myself so I can start relaying memories for my daughter to enjoy later in life.
## 32                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Worked well for my purposes after I figured out how to work it. Instructions are a little confusing, but I figured it out with trial and error.
## 33                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           I got this for my mom to record all our favorite songs and important information. Neither are tech savvy and this was easy to set up!
## 34                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    I bought this to my son for college freshman year, he has ADHD and this will be very helpful
## 35                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         I love my new voice recorder! It's smaller than I expected but it's so easy to use! It fits easily in any purse, pocketbook, backpack and is easily handheld. the buttons are in a convenient location with plenty of memory - 8 gb internal and the rest is a removable SD card. Well worth the purchase - highly recommended especially for the price! I know my daughter will love this for college!
## 36                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               It took me a minute to figure it out, but once i did, tested it and played it back, I was happy with the product. it is beside my bed for evening note taking.Sleek design, easily held and used.
## 37                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
## 38                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 I use it for lectures. Being a nursing student there is just to much information given at once. This recorder allows me to record my teachers and go back and review later. Even when I use the restroom I don't miss anything. The EVP is my kids thing. They like to spook each other out and started trying to record sounds. There is enough room for my stuff and theirs. So far no crazy other worldly beings in my house. It only records sound. if there is a pause it stops recording.
## 39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              My teenage daughter loves this for keeping thoughts together for creative writing.
## 40                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              This recorder is just what I needed.  Small, easy to use and the sound recordings are incredibly clear.  I have not yet used it to upload recordings to my laptop, however, the instructions seem pretty clear on how to do that.  Big plus that you can swap out the SIM card for another.  Overall, I would recommend this to anyone looking to record and not take up space on your cell phone.
## 41                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               This product has a good weight and quality feel. It’s easy to use without instructions and within the instructions there are so many functions. It picks up voice extremely well and doesn’t need to be placed near by to the conversation being recorded. I find it easy to use!
## 42                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Purchased for my dad, because after going through chemo, he has neuropathy in his hands and feet and has very limited use of his hands. He can't write down things anymore. This has become very useful when his doctor calls and makes appointments for him or relays any important information over the phone. The sound quality is great!  Thanks for a really great product!
## 43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          It had good sound quality and size, but unable to delete recordings. The instructions didn't seem to go with the recorder. It may have just been an issue with that particular recorder, sent it back.
## 44                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Battery last a long time. Picks up sound very easily. Overall great product!
## 45                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           I purchased this voice recorder to replace one I had for about 15 years. It’s a little smaller than the last recorder I had but it’s very durable/heavy duty. It’s very  well made. The volume on the recorder can get very loud and it can pick up voices pretty good. It’s definitely a good purchase for the price and I would recommend it to anyone in need of a voice recorder.
## 46                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         This is an awesome digital voice recorder. It is lightweight and fits perfectly in my hand. The menu and buttons are easy to access and the screen is easy to read. The battery life is very good. Seller described item perfectly and shipping was very quick. The sound quality is amazing with no drop outs or distortion. Very satisfied with purchase and product.
## 47                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Great sound quality, but not suer user friendly. I definitely needed to read the instructions to get things rolling.
## 48                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   A little tricky to learn at first, but a great little recorder once you get the hang of it.  Would definitely purchase again!
## 49                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Small enuf to fit in pocket or purse. good quality. Good sound. Difficult instructions
## 50                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         This recorder was pretty easy to use and it was a good deal for the price. My one complaint was that the manual and the website have a lot of grammatical errors and what appears to be a poor English translation. It made it difficult to understand how to use the product. Overall, not bad, just a little difficult to understand.
## 51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   GREAT PRODUCT
## 52                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         I am not a read the instructions type and with this product, you have to read it several times before you can figure it out. It has music options. Im not sure if thats a good thing for a tape recorder. I like basic!
## 53                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I like how easy it is to use. My son uses it to record how he is doing so he can share with his therapist. With his autism it is easier than writing in a journal.
## 54                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  i got this to record lectures at college and it works amazing. it has a long battery life to last through the whole class and great speakers. it comes with a charger and sd card in it already. the recorder is very easy to use i learned how to in minutes. i highly recommend this and would buy it again.
## 55                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Me ha servido súper bien se escucha muy claro y filtra bien los sonidos.
## 56                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I was happily surprised when I opened the box. This digital recorder feels so well made. It has some weight to it and feels sturdy. It’s very easy to figure out and the setting are pretty self-explanatory. The screen is bright and clear. The buttons feel strong. The recordings are crisp and clear. Exactly what I needed at a great price!
## 57                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     I'm using this for data collection in my dissertation, and it's working great! Easy to use, easy to play back when I need to transcribe. As a music teacher, I'm also recording sound that isn't voice, and it's been able to toggle back between orchestral sounds and voice sounds easily. Great device!!
## 58                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I am so surprised that I got so much for so little cost. It is mad of strong metal not plastic. The sound quailty is great eve on the lowest MP3 setting as well as WAV.
## 59                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Love the compact design and ease of use
## 60                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  very satisfied
## 61                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   I needed to purchase a recorder for my college bound son, as he's allowed to record lectures to help him. I was looking for something reasonably priced and simple. I got both of those things with this one. Unfortunately, it is not sensitive and can't pick up what the professor is saying in a typical sized classroom. He sounds like he's whispering.
## 62                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Great little digital voice recorder ! Surprised by sound and how far it can reach . Adjustable level and you can even set your music or other files to memory card and keep it in. Comes with 32 gb memeory card and internal memeory 16 gb . It's say it can receive 128 gb card but i didn't try that yet bc it's not necessary. I record and erase if i don't need it. Plus i can store it to my phone and keep it in there . Awesome money spent
## 63                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          This is one of the best voice recorders we ever had. The design of it the way it's finished its absolutely out of this world!!!!!! The sound quality and ease of use is just unbelievable and we just ordered more.  It's a highly recommended item from this seller and I don't think there is many around of this outstanding quality.  We suggest for everyone who is looking to buy vou e recorder - this is the one !!!  Top quality electronic gadgets tiny but stands out a lot
## 64                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Very good recorder keeps charge and has good sound quality
## 65                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Customer service was top notch.  Love my new recorder.
## 66                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  So far it works like advertised. Sound quality is good/pics up voices clearly. Much smaller than I imagined. I like it so far.
## 67                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Great small recorder. Having some issues figuring out how to delete files and don’t need the music part but otherwise easy to use and small enough to fit in my pocket.
## 68                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Quality for less. I'm recording stories from my husband's grandma to put in a book and it's perfect!
## 69                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       To monitor my dog when he is in the house while I am out.
## 70                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            I used the product to record memories of childhood memories with goal of compiling a family history.
## 71                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                This recorder has many settings, such as changing the format for the audio files and setting the date so you can tell when you made certain recordings. Once you get to know how it works, it's easy to use. It was nice how it came with a 32 GB micro sd card.
## 72                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            nice
## 73                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The mic grill made by plastic.
## 74                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  This sound recorder is easy to use and has great quality. I use it in part for creating videos for work marketing and I do not have anything negative to say about it. I would recommend it to someone looking to use this to record yourself.
## 75                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Works Per Description
## 76                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I love this recorder! It has such great sound quality and I have never had a problem with it. I use this everyday to keep track of my notes and it just works perfect. Highly recommend!
## 77                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Cool little device, records well and easy to use. Good enough for the girls I go with
## 78                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 I got this to keep voice notes  (I am very forgetful) and this little recorder is really solid. Interface is similar to a mp3 player (and it is an mp3 player). Voice recordings sound very clear either played on the device or on the computer. Found a decent case for it - https://www.amazon.com/gp/product/B08H4Y5BB3/ (Note: you will have to remove the little plastic insert, but it still works good). Worth the $30, I spent for it.
## 79                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I brought this as a gift for my friend and they love it☺️
## 80                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Very nice worth the price
## 81                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 This recorder is easy to use. It is a small recorder which fits easily in your hand. I sometimes have difficulties following directions on new products, but the directions were clear and easy to follow. The recorder has good sound quality. I am quite pleased with this product and the fast delivery in which it arrived.
## 82                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Not only does it record, you can also put music on it and it has a headphone jack! Heavy duty for being so small. Absolutely love it so far!
## 83                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  I like the size of the recorder and the sound quality is great
## 84                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Out of the box and in 5 minutes had recorded and played back.  Some features are deep in the menu options, but keep looking and you will find them!
## 85                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Great product works great
## 86                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      has powerful microphonelarge hard drivesmall size to carry
## 87                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    I am very impressed with L87 digital recorder. It is easy to use and handle.
## 88                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Clarity of sound from such a small and compact recorder. Instruction were a little hard to figure out, but works as advertised.
## 89                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    This recorder 'Rocks'.  It does everything it said it does.  Great purchase.
## 90                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Very good quality.
## 91                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          We just received the item today so far so good.  We have used it for a quick test run, hoping all stays good as we continue to use the voice recorder.
## 92                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Everything about this recorded puts it above the other options. The optional memory card, on point sound quality, and easy to use. This was the perfect buy for self memos and long format lectures. I AM PLEASED!
## 93                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        The controls are good. The weight makes it feel quality!
## 94                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    It was small and did the job
## 95                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               One of the best recorder I have used for nursing.
## 96                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       The compact design and ease of use are a plus. The price and sound quality makes this an excellent value.
## 97                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                I love this digital recorder.  Easy to use.  Easy to re-listen to.  Easy to download what you want when you want
## 98                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Excellent quality! Good sound! Easy to use! I recommend this product!
## 99                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Very solid and sturdy little device, really compact and is a really cool looking gadget. Planning on maybe doing an amateur paranormal hunt with some additional equipment as well feel like it picks up a little better then even some phones.
## 100                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  I like the metal case. UI is small but easy to navigate. Functions make sense. Clear directions with included manual. Expanded storage up to 48GB a big plus.
## 101                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Great instructions on use and great sound quality.
## 102                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               This recorder was very easy to use right out of the box. Really good sound quality. Will be very useful at work.
## 103                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Works great and good memory!
## 104                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I really like this recorder. I am a newbie and not all that tech savvy, but this was easy to learn. The sound quality is great and it picks up even softer voices. I would highly recommend this recorder. Great value for the price.
## 105                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Package came quickly, safely, and the product is high quality
## 106                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Sound quality was better than expected. Could clearly hear myself when device was across the room (15ft) and had a fan directly next to me while speaking at normal volume
## 107                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Buena calidad de audio y facil de utilizar
## 108                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Works good has good volume. Last long easy to charge. All buttons easy to use.
## 109                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          The voice recorder lived up to my expectations. I have been disappointed with the past recorders. I finally found one that is worth the money. The quality is superb.
## 110                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Didn’t expect this to be so sturdy. I was expecting to have to be super delicate, but this thing feels like it’ll hold up.
## 111                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A truly gorgeous Digital Voice Recorder. I'm impressed with the weight of the device. It shows the technical prowess and quality technology used for long-lasting appeal. It also comes with a 32gb SD card which I didn't expect! An extra expense I don't have to worry about adding to my purchase. I can't wait to use it further for years to come
## 112                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Very easyJet to use
## 113                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 This recorder has good sound quality, lots of storage space, and can be password protected. Can even record conversations coming out of a phone speaker with good clarity if needed. Easy to transfer audio files to computer.
## 114                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           It arrived early works as it should microphone works great and sound quality is good
## 115                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  This is exactly what I was looking for! Small, compact, high quality and perfect for a variety of needs! Definitely recommend!Great purchase!
## 116                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 I got this device to record the voice of my parent, so that if anything happens, I may have the sound of their voice to comfort me. The device is a bit tricky to figure out how to use. So far, I have not downloaded any recordings to a desktop, but when I tried listening to the voice using the device, the voice sounded strange. Hoping the voice sounds more lifelike on the desktop.
## 117                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      This product is Excellent. I bought it to play a Table Top Role Playing game called 10 Candles and it fits it's purpose perfectly. Definitely a must buy!
## 118                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 A nice little machine to make a fast note or record a session.
## 119                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       This seller is terrific.  Instructions were clear and the device is easy to use.  It's small and has great sound.  You have many options, but this product is the best I've used yet.  Comes with everything you need including a full charge to get started right away.
## 120                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Exceptional recorder. Good value. Sound quality is excellent.
## 121                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Great quality product easy to use good sound quality
## 122                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      So far I like this. It is easy to use and the booklet included is helpful
## 123 This recorder's metal construction invokes feelings of quality and durability and has features typically found in more expensive recorders such as an SD card slot and a USB C port, But that's where the good qualities end.What it lacks is pretty significant for performance and usability. The "Two Microphones" are really just solid pieces of plastic which are on either side of ONE microphone port located in the top center of the unit. This is misleading and simply false advertisement which serves no purpose other than to misdirect consumers into believing that they're receiving a higher quality product.To reinforce my beliefs in this discrepancy I started a recording and watched the sound levels on the display only show equal measuments even when lightly tapping one of the false silver microphones which to my understanding would've provided a significant difference in db rating.After a few days the two microphones ended up "falling off" and the sound quality actually improved! It is again my belief that the false mics were interfering with the true mics ability to capture sound by obstructing it. I've since made my own personal mod to keep foreign objects from damaging or obstructing the single mic.Window screening and duct tape for the win!It's Operating Software does not remember user settings in regard to "play mode" so it will repeat or shuffle files unless you change that setting every time you turn the device on.This recorder also has about 7 or so seconds of lag from the time you press the record button to the time it begins recording which is not a user friendly feature.It's price point in my opinion is too high for what you receive. This is not a terrible device but the false microphones are very misleading and do not provide this consumer with confidence.Minus two stars for each false microphone and one additional star for OS that doesn't remember user settings.
## 124                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            I like how compact, easy to use and functional this recorder is. Has great record/playback quality.
## 125                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Item is small and perfect for lectures only issue I really have is the instructions were a bit strangely worded.
## 126                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 I’m writing my 93 year old dad’s life story, I’m using the recorder when he tells me his stories. I love the fact that it is small and I can just slip it in my pocket.The sound is amazing, very clear. Can’t beat the price!
## 127                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Unpacked and check the charge.  It was fully charged.  Went it the settings just to get familiar with the buttons.  Left it all at factory settings.  Pressed play and recorded for 5 seconds.  Played it back.  It was very clear, even just on the 512 setting.  Deleted the message.
## 128                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 I needed a small device for recording and was not 100% sure this would be the right one. When I got the unit and put it in my hands I knew right off that this was the perfect size. After using it I think I could not have found a better unit and best of all--The price was perfect. Great deal all around
## 129                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Product is sleek and perfect size. I like that it's digital and easy to figure out how to use. Fits perfect in my hand.
## 130                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Mike is very sensitive  and picks up voice from 10 feet distance. Very happy with the product.
## 131                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Small enough to hold in the palm of your hand
## 132                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Good
## 133                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Excellent product.  I really like the size and sturdiness of the metal case.  The recorder is easy to use and the menu system makes it easy to set up and operate.
## 134                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    works great
## 135                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     What do I love about this product? Well, I love how compacted it is and tiny it is. I haven’t bought a voice recorder in 20+ years and it was a pleasant surprise to see how nicely put together this recorder is. User-friendly. Sleek. And sounds great.
## 136                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              The microphone on this device was unexpectedly very strong. I initially thought I might have be close to record things but you can be across the room and it still picks up good sound. It's really easy to use and to figure out. You could use this to record your college lectures, mental notes, and music ideas if you wanted to. Great product and would totally recommend!
## 137                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                The color screen is vibrant and full of information.  Long battery life and the recording quality is excellent!
## 138                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          This recorder was actually bought for my son who is a musician. He wanted something other than his phone to record snippets when he is working on a new song. Is just what he wanted!
## 139                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The voice recorder picks up everything, even the clicking of the buttons. So you know that the recorder’s microphones will hear every voice or sound. Its LED screen is very visible and the controls are very easy to understand. Will definitely be using this to make notes to myself for writing my stories and for work.
## 140                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Small & powerful. Clear audio and plenty of space.
## 141                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Recording quality is excellent.  Very easy to use.
## 142                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Just what I needed. Works well. Easy to use and download
## 143                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I love this recorder...it so full featured, rechargeable and easy to archive to my laptop for organinzing, backup, archive reference . It comes with a 32gb external storage.  I immediately plugged in a 128gb card in place of the 32gb.  I have in the 10,000s of hours maybe 100,000 with that memory
## 144                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       I use this for recording my meetings.  Playback is easy, and with the connect to your pc to pull the audio file down. Makes it great for record keeping.
## 145                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Slim design 16GB DVR in black with 32GB mini SD card and charger. Easy to record and play back files. Good quality sound, was able to play back tv show 1 min voice recording without echo. Love it!
## 146                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I love this recorder. Easy Set Up. Had Hours of Continued with. no issues
## 147                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Worked perfectly to record lectures.
## 148                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Good recording quality, good playback and simply controls. This is exactly what I wanted from the device and it was delivered on in spades.
## 149                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               This recorder has great sound and is very user-friendly. I like the weight, it feels really solid and well-made.
## 150                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I love it!! Easy to use and great product
## 151                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Great product, good sound quality and simple to use.
## 152                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Very easy to use, is exactly what we needed
## 153                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Compact and easy to use. I chose this recorder as it was self-explanatory. Can use it on the fly. I'm using it to record reminders, notes, letters and to record voices of loved ones to have to listen to when they're gone from this Earth. Excellent quality. Not cheaply made like others. Would recommend
## 154                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Awesome sound, easy to use.
## 155                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Everything works great and as advertised!
## 156                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Bought for daughter. She loves it. Small with decent sound. Relatively easy to use. She's happy I am happy.
## 157                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     It worked great and wasn't terribly expensive.  I chose this one for the storage capacity.
## 158                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Compact device, hand-held. Quickly charges when connected to laptop via USB cable (included with recorder). Excellent sound quality - really does remove other sound. I recorded with the TV on, and you could only hear my voice when played back. Highly recommend!
## 159                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I am happy with this product. I use it for qualitative research and it has great audio quality and it is easy to use.
## 160                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Love this tiny recorder as it will fit into my purse or pocket without adding extra bulk - works easily and clearly.  They say nice things come in small packages - so true - it may not be a diamond ring, but it's great for music - or in my case, interviewing folks for a book I'm writing!  Great find!
## 161                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pretty easy to use, good sound quality.
## 162                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Used USB C which it very nice for me. It’s very loud and the sound quality is good as well. Comes with a 16gb se card so it can hold hours of recordings.
## 163                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Recording sound quality is very good.  I test the built in mic and also line in mode too.The size of the recorder is really small with a solid feel.  Well worth the money.
## 164                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Very compact and appears to be made to last a long time. Quality product.
## 165                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Thank you for helping me start my journey as a writer. This is an easy to use tool, easy to transfer the data to an external source, and is a great quality.
## 166                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I've been looking for a recorder with decent quality but also very affordable, and this is definitely a great product! It's so hefty for the size, and the quality is fantastic for what I paid! Easy to use instruction manual and I am very excited to use it!
## 167                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Easy to use, great sound quality. Easy to carry around and function buttons are easy to understand.
## 168                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Good recording and playback sound.
## 169                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I am definitely happy with this purchase.  This is just want I wanted for what I needed for school.  Awesome product!
## 170                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Great quality item. Heavy in weight. Easy to use features.
## 171                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         A great recorder on all sides brand new at good price.
## 172                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I use this for college lectures. This is small, but it works so well!
## 173                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Great small size, heavy duty feel, easy buttons and a microphone that picks up very soft voices!
## 174                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Great sound quality easy to use and great value for money
## 175                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Some weight to it, easy of use and sound quality is excellent.
## 176                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Very good quality for a great value.  Clean clear crisp recording.  Absolutely love it.
## 177                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                I really enjoy the size and quality of this recorder. Its perfect for any intention and good quality.  You can record, save and play back on the device. Don't hesitate to buy if you need one.
## 178                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## 179                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                It’s a voice recorder, and to that end it performs as expected.
## 180                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         For the money this is a solid product.
## 181                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Item as described. Works for intended purpose.
## 182                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Compact, well made, metal casing, works great.
## 183                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Small and mighty. Charge when you receive it and be ready to be impressed. I'm using it for lecture and it has about 72hrs of straight recording time. Highly recommended for professional students or anyone who need long hours of recording.
## 184                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   The L87 digitalvoice recorder exceeded my expectations. The unit is solidly built, easy to use and clear voice recording. The compact size is another plus as is the internal rechargeable battery with USB charging. There is nothing to not like about this recorder. Best value anywhere.
## 185                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I was looking for a voice recorder to record my professor for my lecture class. This is the perfect size and the playback is loud and clear. It's an amazing product. I highly recommend.
## 186                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Use the recorder for dictation at work.
## 187                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Love it, compact and easy to use
## 188                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Will use for class lectures. Great sound quality
## 189                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Quality, well built, great sounding, compact recorder that is at home in your pocket, book bag, or on your desk and fits perfect in your hand too!
## 190                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Amazing product
## 191                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Ordered this and it works just as I had hoped. Sound quality is good.
## 192                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                It came with a sad card. Picks up voices great.
## 193                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Easy to use, setup. Very strong metal body and you can tell that this is no garbage just by holding it. Price is best i have seen.
## 194                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    High quality voice recorder
## 195                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ITEM AS DESCRIBED very good working orderthankyou
## 196                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Great product! As described. Needed something small and easy to work with, and this product was perfect for my need.
## 197                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Good quality recording, useful features
## 198                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Best voice recorder I've ever ordered!
## 199                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            I am using this peoduct for nursing school. I record myself talking about key points and listed while I am driving, great study tool! The sound quality is amazing!
## 200                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Perfect for my daughter who wanted to practice learning music!
## 201                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 This product is exactly what I was looking for. Easy to use and compact. I will be using this for all my future presentations.
## 202                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Nice little recorder. Wish it came with a case, but I will survive.
## 203                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      The L87 voice recorder is an amazing product! Not only is it easy-to-use the tech support is fantastic. Playback is simple and crystal clear! Thank you!!
## 204                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Solid built - perfect size - can go wrong for the money
## 205                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I need a recorder to record my singing lessons. The recorder is easy to use and the play backs are clear and precise.
## 206                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Great little recorder - easy to slip in your pocket to carry and quality is very good!
## 207                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          great product, great quality, feels good, sounds good
## 208                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 This is a great little recorder. It is easy to use with good sound quality. It is the perfect size and weight.
## 209                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         works and sounds exactly like expected. great product!
## 210                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         First one I've ever used, so im not sure this is a good review. There is a small delay (5-7 sec) from when you press record till it starts recording. I got it for a conference in a month so we will see how it does.
## 211                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         The recorder records and plays with high quality sound. Sturdy metal body is great. When holding it, feel good with some weight in your hand. Easy to use with better than average battery time. 16 GB internal memory and 32 GB SD card is okay for this price range.
## 212                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             I user this device at work for making notes and being able to give much better and well defines reports of my work
## 213                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          This is the perfect device for my meeting.  Meets requirements to properly document our meetings.  Fits perfectly in my shirt pocket.
## 214                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       The mic on here is very sensitive and sounds great.  Very useful product for music, note taking, and to remember things.
## 215                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Product is very easy to understand and use. The product manual is fantastic. The quality of this voice recorder ad fabulous as well!
## 216                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    I am using this record training meetings for a new job.  Sound is very clear and product is very easy to use.  Very happy with my purchase!
## 217                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Great Product!
## 218                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Intuitive controls, compact size, and good microphone sensitivity. Exactly what I was looking for.
## 219                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Amazing quality and easy to use!
## 220                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        This little recorder is awesome for a college student trying to get their talk recorded
## 221                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        This is a simple easy to use recorder, and easy to upload it onto a PC.
## 222                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I have not tested the product yet. Just received the package but it looks nice. Will test the quality and do another review later
## 223                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           It’s is easily portable you can even hide it. The size make it very suitable for use
## 224                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Great purchase
## 225                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             This feels sturdy and small! I think it will work wonderful for school! I will update the post if I find issues, but otherwise ready, set, and go!
## 226                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## 227                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I ordered this to record my meetings.. the sound quality is great
## 228                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     It’s easy to charge, easy to play music, plugs into a computer, and comes with 32 gb card.
## 229                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       This product is very compact and durable
## 230                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   My dad is able to use this device easily, not too complicated. fit in pocket
## 231                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  great product
## 232                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The recorder has an excellent mike as well as its secure encasing. The body is sturdy and seems unbreakable, and yet lightweight (80g). However, this wasn’t enough for me. It’s difficult to use it, no way around it.First, to navigate from one feature to another you must literally jump navigation hoops. Also, Home screen is that of the MUSIC function. Why? Do we buy it for the sake of playing songs? The voice files are recorded under long numeric file names, and how one would navigate the “library” is beyond me. It turns on quickly, but the warm up time for recording is 10 sec. Is it too fast for you?And lastly, it’s cumbersome to operate with one hand. I had to use both hands.
## 233                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              The media could not be loaded.\n                \n            \n                \n            \n        \n    \n    \n Super easy to use, light weight, and it came quickly! This little recorder is just what I was looking for!
## 234                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       It's okay, not great not awful,  just eh
## 235                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   This recorder is easy to use and works well.
## 236                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              This product was really easy to use. This was compatible with multiple devises and great quality.
## 237                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           it's working really well! using it to record interviews for research
## 238                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Size is perfect can put in a picket or carry in a handbag. Light weight and easy to use following the instructions. The sound is clear .
## 239                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Small, easy to use. Perfect for recording the minutes of a meeting, picks up conversation around a table clearly.
## 240                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Works exactly as described. Very useful. Very small so it fits in your hand or shirt pocket. Clear playback. Good weight so you don't feel like it's going to break. Overall, very good quality for such a good price
## 241                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Quality is great!
## 242                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       It has a nice weight to it and appears well-made. The sound quality is also really good.
## 243                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              This recorder is really small, which will work great for me. It seems to be of good quality and it is easy to use. This is exactly what I wanted.
## 244                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Have only played around with it so far. I think it will be perfect. Small enough to conceal in your pocket.
## 245                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     I'm an a\\v enthusiast and this product is bang for Buck!!
## 246                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   The recorder was easy to use.  As the direction state, minimizing background noise is helpful because the mics are very sensitive.  Happy with the purchase.
## 247                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              i absolutely loved everything about this recorder
## 248                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Small and works great. Worth the price
## 249                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Compact and light, so easy to use. Came in very handy for an instruction course that I could play back for learning.
## 250                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  I am definitely going to recommend this product to my friends
## 251                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       This is a cute little recorder and easy to use, the problem is, the background noise is louder than the voice. Until I play the recording, I don't hear the pages of a book yet, with playback, it gets louder than the voice. I suppose this comes with recording but, it's irritating!
## 252                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Sound quality exceptional , easy to use , and great value for money
## 253                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I am currently in school and training for a new job, this thing has been an absolute life-saver!
## 254                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       I’m very happy with the purchase! The digital voice recorder has great sound quality and is easy to use!
## 255                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Love this recorder, durable material, solid, great sound, works amazing
## 256                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Sound quality is good. Enjoyed my product. No complaints.
## 257                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Works well for basic recording needs. Recommend
## 258                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Good value. Easy to use.
## 259                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          I used this for research purposes and it’s perfect. The recording is extremely clear and easy to use.
## 260                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Excellent Recorder
## 261                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Very durable, has some weight to it, works great!!! Easy to use. Highly recommended… love it!
## 262                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              This is very user friendly and it has great speakers. Definitely worth the price.
## 263                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Works great and small for easy travel
## 264                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I use this recorder to save stories told by my best friend about her wonderful life. This recorder is just what I wanted.
## 265                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         It's mini so it's perfect!! it does exactly what I need! It's Awesome!
## 266                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Clear sound and record for hours and playback
## 267                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Excellent sound during playback.
## 268                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           I really like the quality of the recordings. I thought the size was a nice tiny size smaller than it was in the pictures and the quality of the recordings was great
## 269                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              It came quickly in the mail and works beautifully
## 270                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Arrived quicly and packaged nicely. Works great !!
## 271                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             I am excited to use this for class and I love how small it is. I think this is a great study tool.
## 272                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Fácil de manejar. Muy discreta
## 273                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## 274                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Very easy to use, very sleek looking and small enough to fit in any pocket and take anywhere with you. Nice sound and battery life as well.
## 275                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Great quality easy to use
## 276                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Fast shipping Great value for price
## 277                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Loved the size and ease of use.
## 278                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          The size is great and build is solid.
## 279                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Very sturdy and easy to use.
## 280                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  East to use and I would recommend the product
## 281                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I ordered this unit to reinforce my note taking but my unit's screen remains blank until I push the reset with a paper clip. Then it appears fine until it falls asleep at which point the reset must be pushed again. Is this a software issue that I can update online? Otherwise, I'll want to return, and I hate to do that.
## 282                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        smaller than pictured. Easy to use no batteries needed.
## 283                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       nice recorder, love the size and quality
## 284                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Absolutely amazing
## 285                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           It works really well
## 286                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Compact, easy
## 287                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         I didn't expect that the size will be this perfect, it's very easy to use and comes with the usb cord.
## 288                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Such good audio
## 289                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Wonderful!
## 290                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      VERY GOOD
## 291                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The media could not be loaded.\n                \n            \n                \n            \n        \n    \n    \n I love how easy it was to use and the sound was great.
## 292                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## 293                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Ease of use
## 294                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  works wonders
## 295                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I like this product great quality
## 296                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
## 297                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          The media could not be loaded.\n                \n            \n                \n            \n        \n    \n    \n Great value. Sounds quality is great. Did not have to use mic.
## 298                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       I love the design, makes it easy to use.
## 299                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Perfect for recording meetings so that I can prepare the minutes.
## 300                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 The media could not be loaded.
## 301                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Compact, hefty for its size and simple to operate.
## 302                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    I'M REALLY HAPPY WITH THE QUALITY, PRICE, AND SIZE OF THIS RECORDER. 10/10.
## 303                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   The media could not be loaded.\n                \n            \n                \n            \n        \n    \n    \n Small but easy to use
## 304                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                The setup of this unit makes it near impossible to stop it from repeating recordings in playback mode, regardless of what you choose in settings.  For the record, i a fairly capable gadget guy.  Maybe it was just my unit, but it was extremely frustrating having the playback repeat no matter how often I changed the setting.  Returned after two days.  Will say that it did feel sturdy and well made.
## 305                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Bought this recorder to help my brother with his nite terrors.
## 306                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                convenient size
## 307                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Took me a few days to figure out how it operates, and the buttons are confusing. The instruction manual has significant typos, such as ‘do put it in water’! After I deleted my recordings to start over, the ‘record deleted’ screen is stuck. I can’t even turn off the device. I guess the screen stayed on until it ran out of battery. Returning it.
## 308                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Is it my reading skills, or are the written instructions poorly written.I have to use trial-and-error rather than scouring the instruction booklet for matters as simple as the location of the STOP.
## 309                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            This might be a decent product if you spent hours to decipher the garbled "instructions". The English is awful and they don't make any sense. Not worth the effort.
## 310                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             The sound quality is excellent but the instructions are confusing and make usingit very difficult.
## 311                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     My son only used this a few times in last 5 weeks. A button is stuck and it will not record or work properly.  We tried to unstick the button but no luck.
## 312                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  I found this device to be very unreliable.  It did work on an occasion or two, but then would not work the next time I tried it.  I simply got a lemon.  Returned the device.
## 313                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Directions are horrible
## 314                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         it doesn't work. menu does not come up after the first day. when it did come up it would not delete all recordings. no voice activated recording. all it does is record and play back.
## 315                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I have had this about 6 weeks , used it a few times , and already it does not turn on. I have a new paperweight.
## 316                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Would not recommend this.  Instructions are poor and functionality is very limited,
## 317                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        I'm  returning this whenever I get home
## 318                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Does not work.
## 319                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Horrible to use, least intuitive device ever. Unusable when driving.
## 320                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Muy malo
## 321                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Is not working properly now
## 322                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   I bought this as a gift for another person.  I have not tried using it myself.  They tell me that the instructions that came with the recorder are not in English.  So they are pretty much left to figure it out themselves through "trial and error".  They say everything else about it is good.  The big issue for them is their primary (and only) language is English.
## 323                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Purchased this for a class and is helping to keep records.
## 324                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I love how small and sleek it is. You’re able to place it anywhere. The sound quality is great! It didn’t sound choppy or faded.
## 325                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     I’m impressed with the device. Good quality, sound is very clear. Love how you can buy memory cards for it and keep files.
## 326                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Easy to use, great quality!
## 327                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Bought this for my first year at college and so far i have had no problems at all
## 328                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Great sound  quality long battery life. Easy to record and playback.
## 329                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Works great good quality
## 330                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Really like the easy to use buttons on this recorder--reminds me of an old model tape recorder, which is what I was looking for for my husband.
## 331                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Lots of storage and physical buttons
## 332                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Love the quality. Easy set up with options
## 333                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Very easy to use and a good size and weight for your hand.
## 334                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Great product! Small and easy to use.
## 335                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   I'm very happy with my new recorder. It's very easy to use. Recording is simple and so is deleting the recording. It has a lot of space and can be transferred to a computer very easily with the USB connection included. I also love that it has AVR mode.
## 336                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Heavy and durable. Fairly easy to figure out. Great microphone that picks up soft voices well.
## 337                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         I received this as a gift and was blown away by it. EVPS have never sounded better and the compact design makes it easy to set up for remote sessions!
## 338                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  those product is everything I've been looking for.The quality on it is 100%, also volume gets really loud which is awesome.!!
## 339                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              I like how it’s easy to use and compact! I use it for practicing my acting lines.
## 340                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           The sound is clear and this recorder is so easy to use. The size is perfect. Definitely recommending
## 341                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Items was shipped on time, all items were in packages, instructions were easy to read and straightforward, sound quality is perfect for my elderly customer. Great product Great seller.
## 342                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              As a podcaster, this recorder is easy to use and very reliable. Sound quality is awesome.  Recording files are easy to create, save and upload to another device. Having gone through a number of voice recorders, nice to have one that isn't a nightmare to operate, but works simply and well.
## 343                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Great Recorder, probably one of the simplest I ever used. My favorite part is the sound quality, as the background noise is minimal ( the recorder automatically applies this feature). Highly Recommend!
## 344                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            My husband bought this DVR for me so I can sample sounds for my music. I love that this is so little I can carry it around easily and even fit it in my pocket. It comes with its own USB charging cable and even a 64g micro sd card. It has dual microphones and records sound crystal clear. This is much better than the previous recorder I had. I would definitely recommend!
## 345                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Charged up the unit and it worked fine. Plugged it into the computer and it saw it as a hard drive. Easy to move music down, or items up.
## 346                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     to practice  my  languages
## 347                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Arrived quickly and very compact but not light for the size. I have not read the instructions yet and so far I am having no problem using the recorder. Looking at the symbols alone in the recorder I was able to use it. The sound quality is also good. Maybe I will need to read the manual once I download the records to my laptop.
## 348                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     This recorder is perfect for what I needed
## 349                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      I was surprised with the build quality for the price, dosent feel like cheap plastic, body is made of metal and it has USB C! Great product for the value
## 350                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   I used this item to record a business meeting with in person partners as well as zoomed partners. It picked up all the sound from whomever was conversating.
## 351                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       I liked everything about the recorder excluding no ear buds with device.
## 352                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Great value in a moderately priced digital recorder. Much better recording quality than expected, very pleased with the purchase. Well, just as I figured even though I am told that I would get a $30 Amazon gift card their web site diddled with me until I had to try a 3rd time to complete the registration and earn the rebate, so because of 3 tries I get $0, thank you.
## 353                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      It's pretty simple to operate and record. I needed something uncomplicated and I'm satisfied. Would definitely recommend.
## 354                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               using this for my board meeting to take minutes.
## 355                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           recorder is small and compact. Very easy to use and intuitive. It is easy to charge and battery last a long time. Compact - fits in the palm of your hand. All the buttons are right on the front and it has a easy to view display. Very nice for first time users.
## 356                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        The product arrived in very good condition, The issue I have is the instructions do not totally match the names shown on the buttons.  For example: when putting in the day/time , it says to use the + vol/volume to change the fields.  I found after searching and trying the buttons, it was actally the volume lock button that needed to be pushed in to move to the next field hours>minutes.  And the use of the word "Stop" is not shown on the buttons as well.  Deleting a recording takes pushing the Menu button 2 times for the delete option to appear.  The sound quality is very good while recording.
## 357                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           great mic's and size
## 358                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    As expected.  No issues at this time.  Sounds good in playback. Worked great out of the box
## 359                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            I bought this to have an independent audio recording device for my film projects that would accurately record all the sounds of the room it was in. I was very happy with this purchase and it gave me all the quality and ease of use that I desired. Thanks guys!
## 360                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Loved the size and quality. Great sound, easy operation. Best value for the money.
## 361                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Does everything that I anticipated. Would recommend highly.
## 362                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Very compact! Lots of features in a small package!
## 363                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Didn't read the instructions and have been able to use to record meeting minutes. Easy.
## 364                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Very good so far, easy to use.  It records and sounds perfectly.
## 365                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Like
## 366                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     I was surprised at how small this recorder was. Amazingly it did its job. I had issues using the recorder. It came charged the second time. The first one sent to me was used and was missing the charging cord. I would recommend this little electronic.
## 367                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           Love how small it is
## 368                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Perfect. Extremely compact but audio quality is amazing. Way better than my smartphone for ASMR audio.
## 369                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The recorder is good, but the instructions are ridiculous. They were written by a non-English speaking person. So the learning curve is very steep.
## 370                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Nice product came with usb cord and easy instructions. Very fast delivery!
## 371                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Useful!
## 372                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Bought for a class lecture. Does great. Very small and easy to use.
## 373                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Solid machine.  Works very well.  Pretty happy with it.
## 374                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               I am using this for voice training, and I like that this is a dedicated tool. I love the little microphones near the top of the device, gives it a professional look, and the device has a nice heaviness to it. The functionality is also very easy to navigate. The buttons are very clicky, so I hope they hold up over time.
## 375                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               The instructions could be more user friendly. I have to use the device for work.
## 376                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 We wanted an easy-to-use voice recorder. It took me a few minutes to understand the basics, but the manual is very easy to read. It is easy to pause and continue recording, easy to save, and then able to play back the recording then and there. I was also able to exit and look at other settings while the recording was playing, which was a huge plus. Sometimes I like having the background noise show up in the audio, and other times I don't, so having the option to change this was also great!
## 377                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Great item
## 378                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Loved the side and weight of it. East to use right out of the box. Great storage. Easy to upload on my Mac.
## 379                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Simple small and effective. The apparently aesthetic only microphone looking parts on top is a little strange.
## 380                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           This recorder is easy to use and the sound is excellent. I would tell everyone if they need a recorder to buy this one. It is legit.
# intercepting the JSON
url <- "https://sinclairresources.s3.amazonaws.com/assets/sbgi/MetaverseStationData.json?1663533398739"
sinclair <- fromJSON(url)
sinclair
##     Call_Letter                                    Logo_List
## 1          KAAS                                             
## 2        KAAS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 3        KAAS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 4       KAAS-LD                                             
## 5     KAAS-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 6     KAAS-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 7          KABB                                 kabb_fox.jpg
## 8        KABB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 9        KABB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 10         KAEF /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 11       KAEF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 12       KAEF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 13         KATU                                 katu_abc.jpg
## 14       KATU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 15       KATU-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 16       KATU-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 17         KATV                                 katv_abc.jpg
## 18       KATV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 19       KATV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 20       KATV-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 21         KBAK                                 kbak_fox.jpg
## 22       KBAK-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 23       KBAK-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 24       KBAK-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 25         KBFX /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 26       KBFX-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 27       KBFX-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 28       KBFX-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 29         KBOI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 30       KBOI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 31       KBOI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 32         KBTV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 33       KBTV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 34       KBTV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 35       KBTV-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 36       KBTV-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 37      KBVK-LP /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 38    KBVK-LP-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 39    KBVK-LP-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 40    KBVK-LP-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 41         KBVU /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 42       KBVU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 43       KBVU-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 44       KBVU-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 45         KCBY /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 46       KCBY-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 47       KCBY-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 48         KCFW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 49       KCFW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 50       KCFW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 51         KCVU /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 52       KCVU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 53       KCVU-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 54       KCVU-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 55       KCVU-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 56         KDBC /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 57       KDBC-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 58       KDBC-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 59      KDBZ-CD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 60    KDBZ-CD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 61    KDBZ-CD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 62         KDNL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 63       KDNL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 64       KDNL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 65       KDNL-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 66         KDSM /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 67       KDSM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 68       KDSM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 69       KDSM-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 70      KECA-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 71    KECA-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 72         KECI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 73       KECI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 74       KECI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 75         KENV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 76         KEPR /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 77       KEPR-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 78       KEPR-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 79      KEUV-LP /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 80         KEYE /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 81       KEYE-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 82         KFDM /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 83       KFDM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 84       KFDM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 85         KFOX /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 86       KFOX-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 87       KFOX-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 88       KFOX-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 89         KFRE /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 90       KFRE-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 91       KFRE-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 92       KFRE-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 93         KFXA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 94       KFXA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 95       KFXA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 96       KFXA-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 97         KFXL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 98         KGAN /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 99       KGAN-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 100      KGAN-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 101      KGAN-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 102      KGBT-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 103      KGBT-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 104      KGBT-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 105        KHGI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 106      KHGI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 107      KHGI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 108     KHGI-CD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 109     KHGI-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 110   KHGI-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 111   KHGI-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 112   KHGI-LD-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 113        KHQA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 114      KHQA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 115      KHQA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 116        KIMA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 117      KIMA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 118      KIMA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 119        KJZZ /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 120      KJZZ-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 121      KJZZ-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 122      KJZZ-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 123     KKTF-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 124   KKTF-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 125        KLEW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 126      KLEW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 127      KLEW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 128        KMCB /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 129      KMCB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 130      KMCB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 131        KMEG /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 132      KMEG-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 133      KMEG-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 134        KMPH /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 135      KMPH-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 136      KMPH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 137      KMPH-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 138     KMPH-CD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 139   KMPH-CD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 140   KMPH-CD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 141   KMPH-CD-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 142        KMTR /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 143      KMTR-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 145        KMTW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 147      KMTW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 148      KMTW-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 149        KMYS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 150      KMYS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 151      KMYS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 152        KMYU /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 153      KMYU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 154        KNSN /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 155      KNSN-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 156      KNSN-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 157        KOCB /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 158      KOCB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 159      KOCB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 160        KOCW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 161      KOCW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 162      KOCW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 163        KOKH /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 165      KOKH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 166        KOMO /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 167      KOMO-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 168      KOMO-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 169        KORX /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 170      KORX-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 171      KORX-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 172      KORX-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 173        KPIC /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 174      KPIC-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 175      KPIC-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 176        KPTH /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 177      KPTH-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 178      KPTH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 179      KPTH-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 180        KPTM /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 181      KPTM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 182      KPTM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 183     KPTP-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 184   KPTP-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 185   KPTP-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 186   KPTP-LD-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 187        KRCG /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 188      KRCG-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 189      KRCG-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 190      KRCG-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 191        KRCR /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 192      KRCR-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 193      KRCR-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 194      KRCR-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 195        KRNV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 196      KRNV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 197      KRNV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 198     KRVU-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 199   KRVU-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 200   KRVU-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 201        KRXI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 202      KRXI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 203      KRXI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 204        KSAS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 205      KSAS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 206      KSAS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 207     KSAS-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 208   KSAS-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 209   KSAS-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 210        KSCC /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 211      KSCC-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 212      KSCC-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 213        KSNV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 214      KSNV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 215      KSNV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 216      KSNV-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 217        KTCW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 218      KTCW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 219      KTCW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 220     KTES-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 221        KTOV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 222        KTUL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 223      KTUL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 224      KTUL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 225      KTUL-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 226        KTVL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 227      KTVL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 228      KTVL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 229      KTVL-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 230        KTVM /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 231      KTVM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 232      KTVM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 233        KTVO /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 234      KTVO-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 235      KTVO-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 236     KTXE-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 237   KTXE-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 238   KTXE-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 239        KTXS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 240      KTXS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 241      KTXS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 242     KUCO-LP /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 243        KUNP /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 244      KUNP-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 245      KUNP-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 246     KUNP-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 247   KUNP-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 248   KUNP-LD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 249        KUNS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 250      KUNS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 251      KUNS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 252        KUNW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 253      KUNW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 254      KUNW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 255      KUNW-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 256        KUTV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 257      KUTV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 258        KVAL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 259      KVAL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 260      KVAL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 261        KVCW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 262      KVCW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 263      KVCW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 264      KVCW-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 265      KVCW-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 266        KVIH /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 267      KVIH-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 268      KVIH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 269      KVIH-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 270        KVII /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 271      KVII-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 272      KVII-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 273      KVII-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 274        KVVK /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 275      KVVK-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 276      KVVK-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 277      KVVK-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 278        KWNB /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 279      KWNB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 280     KWNB-LD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 281   KWNB-LD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 282        KXPX /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 283        KXVO /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 284      KXVO-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 285      KXVO-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 286      KXVO-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 287        KYUU /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 288      KYUU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 289      KYUU-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 290      KYUU-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 291      KYUU-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 292        WABM /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 293      WABM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 294      WABM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 295      WABM-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 296        WACH /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 297      WACH-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 298      WACH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 299      WACH-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 300        WBFF /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 301      WBFF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 302      WBFF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 303      WBFF-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 304        WBMA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 305      WBMA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 306      WBMA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 307      WBMA-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 308        WBSF /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 309      WBSF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 310      WBSF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 311        WBUI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 312      WBUI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 313      WBUI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 314        WCCU /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 315      WCCU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 316      WCCU-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 317        WCHS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 318      WCHS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 319      WCHS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 320      WCHS-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 321        WCIV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 322      WCIV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 323      WCIV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 324      WCIV-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 325        WCTI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 326      WCTI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 327      WCTI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 328      WCTI-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 329        WCWF /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 330      WCWF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 331      WCWF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 332      WCWF-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 333      WCWF-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 334        WCWN /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 335      WCWN-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 336      WCWN-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 337      WCWN-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 338        WCYB /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 339      WCYB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 340      WCYB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 341        WDBB /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 342      WDBB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 343      WDBB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 344        WEAR /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 345      WEAR-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 346      WEAR-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 347        WEMT /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 348      WEMT-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 349      WEMT-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 350      WEMT-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 351        WEYI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 352      WEYI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 353      WEYI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 354      WEYI-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 355        WFGX /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 356      WFGX-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 357      WFGX-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 358        WFLI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 359      WFLI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 360      WFLI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 361      WFLI-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 362        WFXL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 363      WFXL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 364      WFXL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 365      WFXL-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 366        WGFL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 367      WGFL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 368      WGFL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 369        WGME /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 370      WGME-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 371      WGME-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 372        WGTQ /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 373      WGTQ-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 374      WGTQ-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 375        WGTU /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 376      WGTU-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 377        WGXA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 378      WGXA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 379      WGXA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 380        WHAM /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 381      WHAM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 382      WHAM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 383        WHOI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 384         WHP /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 385       WHP-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 386       WHP-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 387       WHP-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 388        WICD /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 389      WICD-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 390      WICD-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 391      WICD-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 392        WICS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 393      WICS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 394      WICS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 395      WICS-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 396        WJAC /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 397      WJAC-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 398      WJAC-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 399      WJAC-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 400        WJAR /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 401      WJAR-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 402      WJAR-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 403      WJAR-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 404        WJLA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 405      WJLA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 406      WJLA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 407      WJLA-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 408        WJTC /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 409      WJTC-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 410      WJTC-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 411        WKEF /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 412      WKEF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 413      WKEF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 414      WKEF-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 415        WKRC /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 416      WKRC-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 417      WKRC-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 418        WLFL /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 419      WLFL-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 420      WLFL-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 421      WLFL-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 422        WLOS /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 423      WLOS-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 424      WLOS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 425      WLOS-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 426        WLUK /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 427      WLUK-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 428      WLUK-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 429        WMSN /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 430      WMSN-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 431      WMSN-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 432      WMSN-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 433        WMYA /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 434      WMYA-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 435      WMYA-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 436      WMYA-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 437      WMYA-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 438        WMYV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 439      WMYV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 440      WMYV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 441        WNAB /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 442      WNAB-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 443      WNAB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 444      WNAB-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 445        WNBW /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 446      WNBW-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 447      WNBW-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 448      WNBW-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 449        WNUV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 450      WNUV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 451      WNUV-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 452      WNUV-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 453        WNWO /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 454      WNWO-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 455      WNWO-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 456      WNWO-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 457        WNYO /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 458      WNYO-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 459      WNYO-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 460      WNYO-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 461        WOAI /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 462      WOAI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 463      WOAI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 464        WOLF /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 465      WOLF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 466      WOLF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 469      WPBN-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 470        WPDE /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 473      WPDE-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 483      WPGH-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 484      WPGH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 486      WPMI-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 487      WPMI-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 493      WQMY-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 494      WQMY-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 503      WRGT-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 508      WRLH-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 517      WSET-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 521      WSMH-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 533      WSWB-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 536      WSYX-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 537      WSYX-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 540      WTCN-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 544      WTGS-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 547      WTLF-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 548      WTLF-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 549      WTLF-4 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 550      WTLF-5 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 552      WTOM-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 553      WTOM-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 554        WTOV /resources/assets/sbgi/Logo_List-DEFAULT.jpg
## 555      WTOV-2 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 562      WTTO-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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## 575      WTVZ-3 /resources/assets/sbgi/Logo_List-DEFAULT.jpg
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##                                        Logo_Map
## 1                                              
## 2   /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 3   /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 4                                              
## 5   /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 6   /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 7                              kabb_fox_map.jpg
## 8   /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 9   /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 10  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 11  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 12  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 13                             katu_abc_map.jpg
## 14  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 15  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 16  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 17                             katv_abc_map.jpg
## 18  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 19  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 20  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 21                             kbak_fox_map.jpg
## 22  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 23  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 24  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 25  /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
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## 607 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 608 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 609 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 610 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 611 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 612 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 613 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 614 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 615 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 616 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 617 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 618 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 619 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 620 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 621 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 622 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 623 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 624 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 625 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 626 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 627 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
## 628 /resources/assets/sbgi/Logo_Map-DEFAULT.jpg
##                                      Web_1st_URL
## 1                       http://www.foxkansas.com
## 2                                http://sbgi.net
## 3                        http://www.comettv.com/
## 4                       http://www.foxkansas.com
## 5                                http://sbgi.net
## 6                        http://www.comettv.com/
## 7                  http://www.foxsanantonio.com/
## 8                        http://www.comettv.com/
## 9                                http://sbgi.net
## 10                               http://sbgi.net
## 11                               http://sbgi.net
## 12                               http://sbgi.net
## 13                          http://www.katu.com/
## 14                               http://sbgi.net
## 15                       http://www.comettv.com/
## 16                               http://sbgi.net
## 17                           http://www.katv.com
## 18                       http://www.comettv.com/
## 19                               http://sbgi.net
## 20                               http://sbgi.net
## 21                    http://bakersfieldnow.com/
## 22                               http://sbgi.net
## 23                               http://sbgi.net
## 24                               http://sbgi.net
## 25  http://www.bakersfieldnow.com/fox58/schedule
## 26                               http://sbgi.net
## 27                       http://www.comettv.com/
## 28                               http://sbgi.net
## 29                        https://idahonews.com/
## 30                               http://sbgi.net
## 31                               http://sbgi.net
## 32                      http://fox4beaumont.com/
## 33                               http://sbgi.net
## 34                       http://www.comettv.com/
## 35                               http://sbgi.net
## 36                               http://sbgi.net
## 37                 http://www.siouxlandnews.com/
## 38                               http://sbgi.net
## 39                               http://sbgi.net
## 40                               http://sbgi.net
## 41                               http://sbgi.net
## 42                       http://www.comettv.com/
## 43                               http://sbgi.net
## 44                               http://sbgi.net
## 45                           http://www.kcby.com
## 46                               http://sbgi.net
## 47                               http://sbgi.net
## 48                               http://sbgi.net
## 49                               http://sbgi.net
## 50                               http://sbgi.net
## 51                               http://sbgi.net
## 52                       http://www.comettv.com/
## 53                               http://sbgi.net
## 54                               http://sbgi.net
## 55                               http://sbgi.net
## 56                     http://www.cbs4local.com/
## 57                               http://sbgi.net
## 58                               http://sbgi.net
## 59                               http://sbgi.net
## 60                               http://sbgi.net
## 61                               http://sbgi.net
## 62                     http://www.abcstlouis.com
## 63                               http://sbgi.net
## 64                               http://sbgi.net
## 65                               http://sbgi.net
## 66                           http://www.kdsm.com
## 67                       http://www.comettv.com/
## 68                               http://sbgi.net
## 69                               http://sbgi.net
## 70                               http://sbgi.net
## 71                               http://sbgi.net
## 72                               http://sbgi.net
## 73                               http://sbgi.net
## 74                               http://sbgi.net
## 75                       http://www.comettv.com/
## 76                         http://www.keprtv.com
## 77                               http://sbgi.net
## 78                               http://sbgi.net
## 79                               http://sbgi.net
## 80                      http://www.cbsaustin.com
## 81                    http://telemundoaustin.com
## 82                           http://www.kfdm.com
## 83                               http://sbgi.net
## 84                               http://sbgi.net
## 85                         http://www.kfoxtv.com
## 86                       http://www.comettv.com/
## 87                               http://sbgi.net
## 88                               http://sbgi.net
## 89                          http://www.kmph.com/
## 90                               http://sbgi.net
## 91                               http://sbgi.net
## 92                               http://sbgi.net
## 93                          http://fox28iowa.com
## 94                               http://sbgi.net
## 95                               http://sbgi.net
## 96                               http://sbgi.net
## 97                   http://www.foxnebraska.com/
## 98                       http://www.cbs2iowa.com
## 99                               http://sbgi.net
## 100                      http://www.comettv.com/
## 101                              http://sbgi.net
## 102                              http://sbgi.net
## 103                      http://www.comettv.com/
## 104                              http://sbgi.net
## 105                      http://www.nebraska.tv/
## 106                              http://sbgi.net
## 107                              http://sbgi.net
## 108                              http://sbgi.net
## 109                              http://sbgi.net
## 110                              http://sbgi.net
## 111                              http://sbgi.net
## 112                              http://sbgi.net
## 113                             http://khqa.com/
## 114                              http://sbgi.net
## 115                      http://www.comettv.com/
## 116                        http://www.kimatv.com
## 117                              http://sbgi.net
## 118                              http://sbgi.net
## 119                              http://sbgi.net
## 120                      http://www.comettv.com/
## 121                              http://sbgi.net
## 122                              http://sbgi.net
## 123                              http://sbgi.net
## 124                              http://sbgi.net
## 125                        http://www.klewtv.com
## 126                              http://sbgi.net
## 127                      http://www.comettv.com/
## 128                          http://www.sbgi.net
## 129                              http://sbgi.net
## 130                      http://www.comettv.com/
## 131                http://www.siouxlandnews.com/
## 132                              http://sbgi.net
## 133                      http://www.comettv.com/
## 134                         http://www.kmph.com/
## 135                              http://sbgi.net
## 136                      http://www.comettv.com/
## 137                              http://sbgi.net
## 138                          http://www.kmph.com
## 139                              http://sbgi.net
## 140                      http://www.comettv.com/
## 141                              http://sbgi.net
## 142                           https://nbc16.com/
## 143                              http://sbgi.net
## 144                      http://www.comettv.com/
## 145                       http://mytvwichita.com
## 146                              http://sbgi.net
## 147                              http://sbgi.net
## 148                              http://sbgi.net
## 149                           http://www.kmys.tv
## 150                              http://sbgi.net
## 151                              http://sbgi.net
## 152                           http://www.kmyu.tv
## 153                              http://sbgi.net
## 154                  http://nevadasportsnet.com/
## 155                              http://sbgi.net
## 156                      http://www.comettv.com/
## 157                         http://www.cwokc.com
## 158                              http://sbgi.net
## 159                      http://www.comettv.com/
## 160                     http://www.foxkansas.com
## 161                              http://sbgi.net
## 162                      http://www.comettv.com/
## 163                        http://www.okcfox.com
## 164                              http://sbgi.net
## 165                              http://sbgi.net
## 166                      http://www.komonews.com
## 167                      http://www.comettv.com/
## 168                              http://sbgi.net
## 169                        http://www.kunwtv.com
## 170                      http://www.comettv.com/
## 171                              http://sbgi.net
## 172                              http://sbgi.net
## 173                          http://www.kpic.com
## 174                              http://sbgi.net
## 175                              http://sbgi.net
## 176                 http://www.siouxlandnews.com
## 177                              http://sbgi.net
## 178                              http://sbgi.net
## 179                              http://sbgi.net
## 180                          http://www.kptm.com
## 181                              http://sbgi.net
## 182                      http://www.comettv.com/
## 183                 http://www.siouxlandnews.com
## 184                              http://sbgi.net
## 185                              http://sbgi.net
## 186                              http://sbgi.net
## 187                           http://krcgtv.com/
## 188                      http://www.comettv.com/
## 189                              http://sbgi.net
## 190                              http://sbgi.net
## 191                          https://krcrtv.com/
## 192                              http://sbgi.net
## 193                              http://sbgi.net
## 194                              http://sbgi.net
## 195                       http://www.mynews4.com
## 196                              http://sbgi.net
## 197                              http://sbgi.net
## 198                              http://sbgi.net
## 199                      http://www.comettv.com/
## 200                              http://sbgi.net
## 201                       http://www.foxreno.com
## 202                              http://sbgi.net
## 203                              http://sbgi.net
## 204                     http://www.foxkansas.com
## 205                              http://sbgi.net
## 206                      http://www.comettv.com/
## 207                     http://www.foxkansas.com
## 208                              http://sbgi.net
## 209                      http://www.comettv.com/
## 210               http://fox38corpuschristi.com/
## 211                              http://sbgi.net
## 212                              http://sbgi.net
## 213                       http://www.mynews3.com
## 214                              http://sbgi.net
## 215                              http://sbgi.net
## 216                              http://sbgi.net
## 217                          http://www.sbgi.net
## 218                              http://sbgi.net
## 219                      http://www.comettv.com/
## 220                              http://sbgi.net
## 221                          http://www.sbgi.net
## 222                          http://www.ktul.com
## 223                      http://www.comettv.com/
## 224                              http://sbgi.net
## 225                              http://sbgi.net
## 226                          http://www.ktvl.com
## 227              http://www.southernoregoncw.com
## 228                      http://www.comettv.com/
## 229                              http://sbgi.net
## 230                              http://sbgi.net
## 231                              http://sbgi.net
## 232                              http://sbgi.net
## 233                             http://ktvo.com/
## 234                              http://sbgi.net
## 235                      http://www.comettv.com/
## 236                              http://sbgi.net
## 237                              http://sbgi.net
## 238                              http://sbgi.net
## 239                            https://ktxs.com/
## 240                              http://sbgi.net
## 241                              http://sbgi.net
## 242                              http://sbgi.net
## 243                        http://www.kunptv.com
## 244                              http://sbgi.net
## 245                              http://sbgi.net
## 246                        http://www.kunptv.com
## 247                              http://sbgi.net
## 248                              http://sbgi.net
## 249              http://www.univisionseattle.com
## 250                              http://sbgi.net
## 251                              http://sbgi.net
## 252                        http://www.kunwtv.com
## 253                      http://www.comettv.com/
## 254                              http://sbgi.net
## 255                              http://sbgi.net
## 256                              http://kutv.com
## 257                              http://sbgi.net
## 258                          http://www.kval.com
## 259                              http://sbgi.net
## 260                              http://sbgi.net
## 261                  http://www.thecwlasvegas.tv
## 262                       http://www.mylvtv.com/
## 263                              http://sbgi.net
## 264                              http://sbgi.net
## 265                              http://sbgi.net
## 266                     http://abc7amarillo.com/
## 267                              http://sbgi.net
## 268                      http://www.comettv.com/
## 269                              http://sbgi.net
## 270                     http://abc7amarillo.com/
## 271                              http://sbgi.net
## 272                      http://www.comettv.com/
## 273                              http://sbgi.net
## 274                        http://www.kunwtv.com
## 275                      http://www.comettv.com/
## 276                              http://sbgi.net
## 277                              http://sbgi.net
## 278                              http://sbgi.net
## 279                              http://sbgi.net
## 280                              http://sbgi.net
## 281                              http://sbgi.net
## 282                          http://www.sbgi.net
## 283                      http://www.cw15kxvo.com
## 284                              http://sbgi.net
## 285                              http://sbgi.net
## 286                              http://sbgi.net
## 287              http://www.cwtreasurevalley.com
## 288                              http://sbgi.net
## 289                      http://www.comettv.com/
## 290                              http://sbgi.net
## 291                              http://sbgi.net
## 292                        http://www.wabm68.com
## 293                              http://sbgi.net
## 294                              http://sbgi.net
## 295                              http://sbgi.net
## 296                          http://www.wach.com
## 297                              http://sbgi.net
## 298                      http://www.comettv.com/
## 299                              http://sbgi.net
## 300                  http://www.foxbaltimore.com
## 301                              http://sbgi.net
## 302                              http://sbgi.net
## 303                              http://sbgi.net
## 304                       http://www.abc3340.com
## 305                              http://sbgi.net
## 306                              http://sbgi.net
## 307                              http://sbgi.net
## 308                       http://www.thecw46.com
## 309                              http://sbgi.net
## 310                              http://sbgi.net
## 311                        http://www.cw23tv.com
## 312                              http://sbgi.net
## 313                              http://sbgi.net
## 314                   http://www.foxillinois.com
## 315                              http://sbgi.net
## 316                              http://sbgi.net
## 317                        http://www.wchstv.com
## 318                              http://sbgi.net
## 319                              http://sbgi.net
## 320                              http://sbgi.net
## 321                   http://mytvcharleston.com/
## 322                      http://www.abcnews4.com
## 323                              http://sbgi.net
## 324                              http://sbgi.net
## 325                          https://wcti12.com/
## 326                      http://www.comettv.com/
## 327                              http://sbgi.net
## 328                              http://sbgi.net
## 329                        http://cw14online.com
## 330                      http://www.comettv.com/
## 331                              http://sbgi.net
## 332                              http://sbgi.net
## 333                              http://sbgi.net
## 334                      http://www.cwalbany.com
## 335                              http://sbgi.net
## 336                              http://sbgi.net
## 337                              http://sbgi.net
## 338                              http://sbgi.net
## 339                              http://sbgi.net
## 340                      http://www.comettv.com/
## 341                        http://www.wtto21.com
## 342                              http://sbgi.net
## 343                              http://sbgi.net
## 344                        http://www.weartv.com
## 345                              http://sbgi.net
## 346                              http://sbgi.net
## 347                              http://sbgi.net
## 348                              http://sbgi.net
## 349                              http://sbgi.net
## 350                              http://sbgi.net
## 351                        http://nbc25news.com/
## 352                              http://sbgi.net
## 353                              http://sbgi.net
## 354                              http://sbgi.net
## 355                        http://www.wfgxtv.com
## 356                              http://sbgi.net
## 357                      http://www.comettv.com/
## 358                     http://chattanoogacw.com
## 359                              http://sbgi.net
## 360                              http://sbgi.net
## 361                              http://sbgi.net
## 362                          http://www.wfxl.com
## 363                              http://sbgi.net
## 364                      http://www.comettv.com/
## 365                              http://sbgi.net
## 366                           http://mycbs4.com/
## 367                              http://sbgi.net
## 368                              http://sbgi.net
## 369                          http://www.wgme.com
## 370                              http://sbgi.net
## 371                              http://sbgi.net
## 372                   http://www.upnorthlive.com
## 373                              http://sbgi.net
## 374                      http://www.comettv.com/
## 375                   http://www.upnorthlive.com
## 376                              http://sbgi.net
## 377                           http://www.wgxa.tv
## 378                              http://sbgi.net
## 379                      http://www.comettv.com/
## 380                        http://www.13wham.com
## 381                   http://www.cwrochester.com
## 382                              http://sbgi.net
## 383                      http://www.comettv.com/
## 384                   http://www.local21news.com
## 385                              http://sbgi.net
## 386                   http://www.cwcentralpa.com
## 387                      http://www.comettv.com/
## 388                        http://www.wicd15.com
## 389                      http://www.comettv.com/
## 390                              http://sbgi.net
## 391                              http://sbgi.net
## 392                          http://www.wics.com
## 393                      http://www.comettv.com/
## 394                              http://sbgi.net
## 395                              http://sbgi.net
## 396                        http://www.wjactv.com
## 397                              http://sbgi.net
## 398                      http://www.comettv.com/
## 399                              http://sbgi.net
## 400                      http://www.turnto10.com
## 401                              http://sbgi.net
## 402                      http://www.comettv.com/
## 403                              http://sbgi.net
## 404                          http://www.wjla.com
## 405                              http://sbgi.net
## 406                      http://www.comettv.com/
## 407                              http://sbgi.net
## 408                         http://www.utv44.com
## 409                              http://sbgi.net
## 410                              http://sbgi.net
## 411                    https://dayton247now.com/
## 412                              http://sbgi.net
## 413                              http://sbgi.net
## 414                              http://sbgi.net
## 415                       http://www.local12.com
## 416                     http://cwcincinnati.com/
## 417                              http://sbgi.net
## 418                     http://www.raleighcw.com
## 419                              http://sbgi.net
## 420                              http://sbgi.net
## 421                              http://sbgi.net
## 422                          http://www.wlos.com
## 423                              http://sbgi.net
## 424                              http://sbgi.net
## 425                              http://sbgi.net
## 426                       http://fox11online.com
## 427                              http://sbgi.net
## 428                              http://sbgi.net
## 429                         http://www.fox47.com
## 430                      http://www.comettv.com/
## 431                              http://sbgi.net
## 432                              http://sbgi.net
## 433                           http://www.my40.tv
## 434                      http://www.comettv.com/
## 435                              http://sbgi.net
## 436                              http://sbgi.net
## 437                              http://sbgi.net
## 438                           http://www.my48.tv
## 439                              http://sbgi.net
## 440                      http://www.comettv.com/
## 441                           http://www.cw58.tv
## 442                              http://sbgi.net
## 443                              http://sbgi.net
## 444                              http://sbgi.net
## 445                           http://mycbs4.com/
## 446                              http://sbgi.net
## 447                      http://www.comettv.com/
## 448                              http://sbgi.net
## 449                   http://www.cwbaltimore.com
## 450                              http://sbgi.net
## 451                      http://www.comettv.com/
## 452                              http://sbgi.net
## 453                            http://nbc24.com/
## 454                              http://sbgi.net
## 455                      http://www.comettv.com/
## 456                              http://sbgi.net
## 457                   http://www.mytvbuffalo.com
## 458                              http://sbgi.net
## 459                      http://www.comettv.com/
## 460                              http://sbgi.net
## 461               http://www.news4sanantonio.com
## 462                              http://sbgi.net
## 463                              http://sbgi.net
## 464                         http://www.FOX56.com
## 465                              http://sbgi.net
## 466                              http://sbgi.net
## 467                   http://www.upnorthlive.com
## 468                              http://sbgi.net
## 469                      http://www.comettv.com/
## 470                             http://wpde.com/
## 471                              http://sbgi.net
## 472                      http://www.comettv.com/
## 473                              http://sbgi.net
## 474                              http://sbgi.net
## 475                         http://www.cbs12.com
## 476                              http://sbgi.net
## 477                      http://www.comettv.com/
## 478                      https://fox23maine.com/
## 479                              http://sbgi.net
## 480                      http://www.comettv.com/
## 481                              http://sbgi.net
## 482                        http://www.wpgh53.com
## 483                              http://sbgi.net
## 484                              http://sbgi.net
## 485                         https://mynbc15.com/
## 486                              http://sbgi.net
## 487                              http://sbgi.net
## 488                    http://www.22thepoint.com
## 489                              http://sbgi.net
## 490                      http://www.comettv.com/
## 491                              http://sbgi.net
## 492                         http://www.FOX56.com
## 493                              http://sbgi.net
## 494                              http://sbgi.net
## 495                       http://www.myrdctv.com
## 496                              http://sbgi.net
## 497                      http://www.comettv.com/
## 498                    http://www.cbs6albany.com
## 499                              http://sbgi.net
## 500                      http://www.comettv.com/
## 501                    https://dayton247now.com/
## 502                       http://mytvdayton.com/
## 503                      http://www.comettv.com/
## 504                              http://sbgi.net
## 505                   http://www.foxrichmond.com
## 506                  http://www.mytvrichmond.com
## 507                      http://www.comettv.com/
## 508                              http://sbgi.net
## 509                              http://sbgi.net
## 510                   http://www.foxillinois.com
## 511                              http://sbgi.net
## 512                              http://sbgi.net
## 513                          http://www.wsbt.com
## 514                              http://sbgi.net
## 515                          http://www.wset.com
## 516                              http://sbgi.net
## 517                      http://www.comettv.com/
## 518                              http://sbgi.net
## 519                          http://www.wsmh.com
## 520                              http://sbgi.net
## 521                      http://www.comettv.com/
## 522                              http://sbgi.net
## 523                    http://www.cnycentral.com
## 524                              http://sbgi.net
## 525                      http://www.comettv.com/
## 526                    http://www.cnycentral.com
## 527                         http://www.star64.tv
## 528                              http://sbgi.net
## 529                      http://www.comettv.com/
## 530                              http://sbgi.net
## 531                       http://www.thecw38.com
## 532                              http://sbgi.net
## 533                      http://www.comettv.com/
## 534                              http://sbgi.net
## 535                http://www.abc6onyourside.com
## 536                              http://sbgi.net
## 537                              http://sbgi.net
## 538                      http://www.my15wtcn.com
## 539                              http://sbgi.net
## 540                              http://sbgi.net
## 541                              http://sbgi.net
## 542                   http://www.foxsavannah.com
## 543                      http://www.comettv.com/
## 544                              http://sbgi.net
## 545                              http://sbgi.net
## 546                              http://sbgi.net
## 547                      http://www.comettv.com/
## 548                              http://sbgi.net
## 549                              http://sbgi.net
## 550                              http://sbgi.net
## 551                   http://www.upnorthlive.com
## 552                              http://sbgi.net
## 553                      http://www.comettv.com/
## 554                         http://www.wtov9.com
## 555                              http://sbgi.net
## 556                              http://sbgi.net
## 557               http://www.myfox28columbus.com
## 558                              http://sbgi.net
## 559                              http://sbgi.net
## 560                        http://www.wtto21.com
## 561                              http://sbgi.net
## 562                      http://www.comettv.com/
## 563                              http://sbgi.net
## 564                    https://newschannel9.com/
## 565                http://www.foxchattanooga.com
## 566                              http://sbgi.net
## 567                    http://www.cnycentral.com
## 568                              http://sbgi.net
## 569                              http://sbgi.net
## 570                          http://www.cw34.com
## 571                              http://sbgi.net
## 572                              http://sbgi.net
## 573                         http://www.mytvz.com
## 574                              http://sbgi.net
## 575                      http://www.comettv.com/
## 576                              http://sbgi.net
## 577                        http://www.wtwc40.com
## 578                             http://fox49.tv/
## 579                              http://sbgi.net
## 580                       http://www.thecw23.com
## 581                      http://www.comettv.com/
## 582                              http://sbgi.net
## 583                              http://sbgi.net
## 584                  http://www.foxrochester.com
## 585                              http://sbgi.net
## 586                      http://www.comettv.com/
## 587                              http://sbgi.net
## 588                 http://www.mytvbaltimore.com
## 589                              http://sbgi.net
## 590                              http://sbgi.net
## 591                              http://sbgi.net
## 592                        http://www.wutv29.com
## 593                              http://sbgi.net
## 594                              http://sbgi.net
## 595                     http://www.mytv30web.com
## 596                              http://sbgi.net
## 597                      http://www.comettv.com/
## 598                          http://www.wvah.com
## 599                              http://sbgi.net
## 600                      http://www.comettv.com/
## 601                     http://www.super18tv.com
## 602                              http://sbgi.net
## 603                      http://www.comettv.com/
## 604                      http://www.azteca48.com
## 605                              http://sbgi.net
## 606                              http://sbgi.net
## 607                    http://www.cwcolumbus.com
## 608                              http://sbgi.net
## 609                      http://www.comettv.com/
## 610                             http://wpde.com/
## 611                              http://sbgi.net
## 612                              http://sbgi.net
## 613                              http://sbgi.net
## 614                          http://www.wwmt.com
## 615                       http://cw7michigan.com
## 616                      http://www.comettv.com/
## 617                         http://www.abc45.com
## 618                              http://sbgi.net
## 619                              http://sbgi.net
## 620                              http://sbgi.net
## 621                              http://sbgi.net
## 622                              http://sbgi.net
## 623                              http://sbgi.net
## 624                              http://sbgi.net
## 625                          http://www.sbgi.net
## 626                         http://www.fox17.com
## 627                              http://sbgi.net
## 628                              http://sbgi.net
##                                      Web_Address Station    Channel
## 1                       http://www.foxkansas.com    KAAS    Primary
## 2                                http://sbgi.net    KAAS  Secondary
## 3                        http://www.comettv.com/    KAAS   Tertiary
## 4                       http://www.foxkansas.com KAAS-LD    Primary
## 5                                http://sbgi.net KAAS-LD  Secondary
## 6                        http://www.comettv.com/ KAAS-LD   Tertiary
## 7                  http://www.foxsanantonio.com/    KABB    Primary
## 8                        http://www.comettv.com/    KABB  Secondary
## 9                                http://sbgi.net    KABB   Tertiary
## 10                               http://sbgi.net    KAEF    Primary
## 11                               http://sbgi.net    KAEF  Secondary
## 12                               http://sbgi.net    KAEF   Tertiary
## 13                          http://www.katu.com/    KATU    Primary
## 14                               http://sbgi.net    KATU  Secondary
## 15                       http://www.comettv.com/    KATU   Tertiary
## 16                               http://sbgi.net    KATU Quaternary
## 17                           http://www.katv.com    KATV    Primary
## 18                       http://www.comettv.com/    KATV  Secondary
## 19                               http://sbgi.net    KATV   Tertiary
## 20                               http://sbgi.net    KATV Quaternary
## 21                    http://bakersfieldnow.com/    KBAK    Primary
## 22                               http://sbgi.net    KBAK  Secondary
## 23                               http://sbgi.net    KBAK   Tertiary
## 24                               http://sbgi.net    KBAK Quaternary
## 25  http://www.bakersfieldnow.com/fox58/schedule    KBFX    Primary
## 26                               http://sbgi.net    KBFX  Secondary
## 27                       http://www.comettv.com/    KBFX   Tertiary
## 28                               http://sbgi.net    KBFX Quaternary
## 29                        https://idahonews.com/    KBOI    Primary
## 30                               http://sbgi.net    KBOI  Secondary
## 31                               http://sbgi.net    KBOI   Tertiary
## 32                      http://fox4beaumont.com/    KBTV    Primary
## 33                               http://sbgi.net    KBTV  Secondary
## 34                       http://www.comettv.com/    KBTV   Tertiary
## 35                               http://sbgi.net    KBTV Quaternary
## 36                               http://sbgi.net    KBTV    Quinary
## 37                 http://www.siouxlandnews.com/    LPTV    Primary
## 38                               http://sbgi.net    LPTV  Secondary
## 39                               http://sbgi.net    LPTV   Tertiary
## 40                               http://sbgi.net    LPTV Quaternary
## 41                               http://sbgi.net    KBVU    Primary
## 42                       http://www.comettv.com/    KBVU  Secondary
## 43                               http://sbgi.net    KBVU   Tertiary
## 44                               http://sbgi.net    KBVU Quaternary
## 45                           http://www.kcby.com    KCBY    Primary
## 46                               http://sbgi.net    KCBY  Secondary
## 47                               http://sbgi.net    KCBY   Tertiary
## 48                               http://sbgi.net    KCFW    Primary
## 49                               http://sbgi.net    KCFW  Secondary
## 50                               http://sbgi.net    KCFW   Tertiary
## 51                               http://sbgi.net    KCVU    Primary
## 52                       http://www.comettv.com/    KCVU  Secondary
## 53                               http://sbgi.net    KCVU   Tertiary
## 54                               http://sbgi.net    KCVU Quaternary
## 55                               http://sbgi.net    KCVU    Quinary
## 56                     http://www.cbs4local.com/    KDBC    Primary
## 57                               http://sbgi.net    KDBC  Secondary
## 58                               http://sbgi.net    KDBC   Tertiary
## 59                               http://sbgi.net KDBZ-CD    Primary
## 60                               http://sbgi.net KDBZ-CD  Secondary
## 61                               http://sbgi.net KDBZ-CD   Tertiary
## 62                     http://www.abcstlouis.com    KDNL    Primary
## 63                               http://sbgi.net    KDNL  Secondary
## 64                               http://sbgi.net    KDNL   Tertiary
## 65                               http://sbgi.net    KDNL Quaternary
## 66                           http://www.kdsm.com    KDSM    Primary
## 67                       http://www.comettv.com/    KDSM  Secondary
## 68                               http://sbgi.net    KDSM   Tertiary
## 69                               http://sbgi.net    KDSM Quaternary
## 70                               http://sbgi.net KECA-LD    Primary
## 71                               http://sbgi.net KECA-LD  Secondary
## 72                               http://sbgi.net    KECI    Primary
## 73                               http://sbgi.net    KECI  Secondary
## 74                               http://sbgi.net    KECI   Tertiary
## 75                       http://www.comettv.com/    KENV    Primary
## 76                         http://www.keprtv.com    KEPR    Primary
## 77                               http://sbgi.net    KEPR  Secondary
## 78                               http://sbgi.net    KEPR   Tertiary
## 79                               http://sbgi.net KEUV-LP    Primary
## 80                      http://www.cbsaustin.com    KEYE    Primary
## 81                    http://telemundoaustin.com    KEYE  Secondary
## 82                           http://www.kfdm.com    KFDM    Primary
## 83                               http://sbgi.net    KFDM  Secondary
## 84                               http://sbgi.net    KFDM   Tertiary
## 85                         http://www.kfoxtv.com    KFOX    Primary
## 86                       http://www.comettv.com/    KFOX  Secondary
## 87                               http://sbgi.net    KFOX   Tertiary
## 88                               http://sbgi.net    KFOX Quaternary
## 89                          http://www.kmph.com/    KFRE    Primary
## 90                               http://sbgi.net    KFRE  Secondary
## 91                               http://sbgi.net    KFRE   Tertiary
## 92                               http://sbgi.net    KFRE Quaternary
## 93                          http://fox28iowa.com    KFXA    Primary
## 94                               http://sbgi.net    KFXA  Secondary
## 95                               http://sbgi.net    KFXA   Tertiary
## 96                               http://sbgi.net    KFXA Quaternary
## 97                   http://www.foxnebraska.com/    KFXL    Primary
## 98                       http://www.cbs2iowa.com    KGAN    Primary
## 99                               http://sbgi.net    KGAN  Secondary
## 100                      http://www.comettv.com/    KGAN   Tertiary
## 101                              http://sbgi.net    KGAN Quaternary
## 102                              http://sbgi.net    KGBT  Secondary
## 103                      http://www.comettv.com/    KGBT   Tertiary
## 104                              http://sbgi.net    KGBT Quaternary
## 105                      http://www.nebraska.tv/    KHGI    Primary
## 106                              http://sbgi.net    KHGI  Secondary
## 107                              http://sbgi.net    KHGI   Tertiary
## 108                              http://sbgi.net KHGI-CD    Primary
## 109                              http://sbgi.net KHGI-LD    Primary
## 110                              http://sbgi.net KHGI-LD  Secondary
## 111                              http://sbgi.net KHGI-LD   Tertiary
## 112                              http://sbgi.net KHGI-LD Quaternary
## 113                             http://khqa.com/    KHQA    Primary
## 114                              http://sbgi.net    KHQA  Secondary
## 115                      http://www.comettv.com/    KHQA   Tertiary
## 116                        http://www.kimatv.com    KIMA    Primary
## 117                              http://sbgi.net    KIMA  Secondary
## 118                              http://sbgi.net    KIMA   Tertiary
## 119                              http://sbgi.net    KJZZ    Primary
## 120                      http://www.comettv.com/    KJZZ  Secondary
## 121                              http://sbgi.net    KJZZ   Tertiary
## 122                              http://sbgi.net    KJZZ Quaternary
## 123                              http://sbgi.net KKTF-LD    Primary
## 124                              http://sbgi.net KKTF-LD  Secondary
## 125                        http://www.klewtv.com    KLEW    Primary
## 126                              http://sbgi.net    KLEW  Secondary
## 127                      http://www.comettv.com/    KLEW   Tertiary
## 128                          http://www.sbgi.net    KMCB    Primary
## 129                              http://sbgi.net    KMCB  Secondary
## 130                      http://www.comettv.com/    KMCB   Tertiary
## 131                http://www.siouxlandnews.com/    KMEG    Primary
## 132                              http://sbgi.net    KMEG  Secondary
## 133                      http://www.comettv.com/    KMEG   Tertiary
## 134                         http://www.kmph.com/    KMPH    Primary
## 135                              http://sbgi.net    KMPH  Secondary
## 136                      http://www.comettv.com/    KMPH   Tertiary
## 137                              http://sbgi.net    KMPH Quaternary
## 138                          http://www.kmph.com KMPH-CD    Primary
## 139                              http://sbgi.net KMPH-CD  Secondary
## 140                      http://www.comettv.com/ KMPH-CD   Tertiary
## 141                              http://sbgi.net KMPH-CD Quaternary
## 142                           https://nbc16.com/    KMTR    Primary
## 143                              http://sbgi.net    KMTR  Secondary
## 144                      http://www.comettv.com/    KMTR   Tertiary
## 145                       http://mytvwichita.com    KMTW    Primary
## 146                              http://sbgi.net    KMTW  Secondary
## 147                              http://sbgi.net    KMTW   Tertiary
## 148                              http://sbgi.net    KMTW Quaternary
## 149                           http://www.kmys.tv    KMYS    Primary
## 150                              http://sbgi.net    KMYS  Secondary
## 151                              http://sbgi.net    KMYS   Tertiary
## 152                           http://www.kmyu.tv    KMYU    Primary
## 153                              http://sbgi.net    KMYU  Secondary
## 154                  http://nevadasportsnet.com/    KNSN    Primary
## 155                              http://sbgi.net    KNSN  Secondary
## 156                      http://www.comettv.com/    KNSN   Tertiary
## 157                         http://www.cwokc.com    KOCB    Primary
## 158                              http://sbgi.net    KOCB  Secondary
## 159                      http://www.comettv.com/    KOCB   Tertiary
## 160                     http://www.foxkansas.com    KOCW    Primary
## 161                              http://sbgi.net    KOCW  Secondary
## 162                      http://www.comettv.com/    KOCW   Tertiary
## 163                        http://www.okcfox.com    KOKH    Primary
## 164                              http://sbgi.net    KOKH  Secondary
## 165                              http://sbgi.net    KOKH   Tertiary
## 166                      http://www.komonews.com    KOMO    Primary
## 167                      http://www.comettv.com/    KOMO  Secondary
## 168                              http://sbgi.net    KOMO   Tertiary
## 169                        http://www.kunwtv.com    KORX    Primary
## 170                      http://www.comettv.com/    KORX  Secondary
## 171                              http://sbgi.net    KORX   Tertiary
## 172                              http://sbgi.net    KORX Quaternary
## 173                          http://www.kpic.com    KPIC    Primary
## 174                              http://sbgi.net    KPIC  Secondary
## 175                              http://sbgi.net    KPIC   Tertiary
## 176                 http://www.siouxlandnews.com    KPTH    Primary
## 177                              http://sbgi.net    KPTH  Secondary
## 178                              http://sbgi.net    KPTH   Tertiary
## 179                              http://sbgi.net    KPTH Quaternary
## 180                          http://www.kptm.com    KPTM    Primary
## 181                              http://sbgi.net    KPTM  Secondary
## 182                      http://www.comettv.com/    KPTM   Tertiary
## 183                 http://www.siouxlandnews.com    LPTV    Primary
## 184                              http://sbgi.net    LPTV  Secondary
## 185                              http://sbgi.net    LPTV   Tertiary
## 186                              http://sbgi.net    LPTV Quaternary
## 187                           http://krcgtv.com/    KRCG    Primary
## 188                      http://www.comettv.com/    KRCG  Secondary
## 189                              http://sbgi.net    KRCG   Tertiary
## 190                              http://sbgi.net    KRCG Quaternary
## 191                          https://krcrtv.com/    KRCR    Primary
## 192                              http://sbgi.net    KRCR  Secondary
## 193                              http://sbgi.net    KRCR   Tertiary
## 194                              http://sbgi.net    KRCR Quaternary
## 195                       http://www.mynews4.com    KRNV    Primary
## 196                              http://sbgi.net    KRNV  Secondary
## 197                              http://sbgi.net    KRNV   Tertiary
## 198                              http://sbgi.net KRVU-LD    Primary
## 199                      http://www.comettv.com/ KRVU-LD  Secondary
## 200                              http://sbgi.net KRVU-LD   Tertiary
## 201                       http://www.foxreno.com    KRXI    Primary
## 202                              http://sbgi.net    KRXI  Secondary
## 203                              http://sbgi.net    KRXI   Tertiary
## 204                     http://www.foxkansas.com    KSAS    Primary
## 205                              http://sbgi.net    KSAS  Secondary
## 206                      http://www.comettv.com/    KSAS   Tertiary
## 207                     http://www.foxkansas.com KSAS-LD    Primary
## 208                              http://sbgi.net KSAS-LD  Secondary
## 209                      http://www.comettv.com/ KSAS-LD   Tertiary
## 210               http://fox38corpuschristi.com/    KUQI    Primary
## 211                              http://sbgi.net    KUQI  Secondary
## 212                              http://sbgi.net    KUQI   Tertiary
## 213                       http://www.mynews3.com    KSNV    Primary
## 214                              http://sbgi.net    KSNV  Secondary
## 215                              http://sbgi.net    KSNV   Tertiary
## 216                              http://sbgi.net    KSNV Quaternary
## 217                          http://www.sbgi.net    KTCW    Primary
## 218                              http://sbgi.net    KTCW  Secondary
## 219                      http://www.comettv.com/    KTCW   Tertiary
## 220                              http://sbgi.net KTES-LD    Primary
## 221                          http://www.sbgi.net    KTOV    Primary
## 222                          http://www.ktul.com    KTUL    Primary
## 223                      http://www.comettv.com/    KTUL  Secondary
## 224                              http://sbgi.net    KTUL   Tertiary
## 225                              http://sbgi.net    KTUL Quaternary
## 226                          http://www.ktvl.com    KTVL    Primary
## 227              http://www.southernoregoncw.com    KTVL  Secondary
## 228                      http://www.comettv.com/    KTVL   Tertiary
## 229                              http://sbgi.net    KTVL Quaternary
## 230                              http://sbgi.net    KTVM    Primary
## 231                              http://sbgi.net    KTVM  Secondary
## 232                              http://sbgi.net    KTVM   Tertiary
## 233                             http://ktvo.com/    KTVO    Primary
## 234                              http://sbgi.net    KTVO  Secondary
## 235                      http://www.comettv.com/    KTVO   Tertiary
## 236                              http://sbgi.net KTXE-LD    Primary
## 237                              http://sbgi.net KTXE-LD  Secondary
## 238                              http://sbgi.net KTXE-LD   Tertiary
## 239                            https://ktxs.com/    KTXS    Primary
## 240                              http://sbgi.net    KTXS  Secondary
## 241                              http://sbgi.net    KTXS   Tertiary
## 242                              http://sbgi.net KUCO-LP    Primary
## 243                        http://www.kunptv.com    KUNP    Primary
## 244                              http://sbgi.net    KUNP  Secondary
## 245                              http://sbgi.net    KUNP   Tertiary
## 246                        http://www.kunptv.com KUNP-LD    Primary
## 247                              http://sbgi.net KUNP-LD  Secondary
## 248                              http://sbgi.net KUNP-LD   Tertiary
## 249              http://www.univisionseattle.com    KUNS    Primary
## 250                              http://sbgi.net    KUNS  Secondary
## 251                              http://sbgi.net    KUNS   Tertiary
## 252                        http://www.kunwtv.com    KUNW    Primary
## 253                      http://www.comettv.com/    KUNW  Secondary
## 254                              http://sbgi.net    KUNW   Tertiary
## 255                              http://sbgi.net    KUNW Quaternary
## 256                              http://kutv.com    KUTV    Primary
## 257                              http://sbgi.net    KUTV  Secondary
## 258                          http://www.kval.com    KVAL    Primary
## 259                              http://sbgi.net    KVAL  Secondary
## 260                              http://sbgi.net    KVAL   Tertiary
## 261                  http://www.thecwlasvegas.tv    KVCW    Primary
## 262                       http://www.mylvtv.com/    KVCW  Secondary
## 263                              http://sbgi.net    KVCW   Tertiary
## 264                              http://sbgi.net    KVCW Quaternary
## 265                              http://sbgi.net    KVCW    Quinary
## 266                     http://abc7amarillo.com/    KVIH    Primary
## 267                              http://sbgi.net    KVIH  Secondary
## 268                      http://www.comettv.com/    KVIH   Tertiary
## 269                              http://sbgi.net    KVIH Quaternary
## 270                     http://abc7amarillo.com/    KVII    Primary
## 271                              http://sbgi.net    KVII  Secondary
## 272                      http://www.comettv.com/    KVII   Tertiary
## 273                              http://sbgi.net    KVII Quaternary
## 274                        http://www.kunwtv.com    KVVK    Primary
## 275                      http://www.comettv.com/    KVVK  Secondary
## 276                              http://sbgi.net    KVVK   Tertiary
## 277                              http://sbgi.net    KVVK Quaternary
## 278                              http://sbgi.net    KWNB    Primary
## 279                              http://sbgi.net    KWNB  Secondary
## 280                              http://sbgi.net KWNB-LD    Primary
## 281                              http://sbgi.net KWNB-LD  Secondary
## 282                          http://www.sbgi.net    KXPX    Primary
## 283                      http://www.cw15kxvo.com    KXVO    Primary
## 284                              http://sbgi.net    KXVO  Secondary
## 285                              http://sbgi.net    KXVO   Tertiary
## 286                              http://sbgi.net    KXVO Quaternary
## 287              http://www.cwtreasurevalley.com    KYUU    Primary
## 288                              http://sbgi.net    KYUU  Secondary
## 289                      http://www.comettv.com/    KYUU   Tertiary
## 290                              http://sbgi.net    KYUU Quaternary
## 291                              http://sbgi.net    KYUU    Quinary
## 292                        http://www.wabm68.com    WABM    Primary
## 293                              http://sbgi.net    WABM  Secondary
## 294                              http://sbgi.net    WABM   Tertiary
## 295                              http://sbgi.net    WABM Quaternary
## 296                          http://www.wach.com    WACH    Primary
## 297                              http://sbgi.net    WACH  Secondary
## 298                      http://www.comettv.com/    WACH   Tertiary
## 299                              http://sbgi.net    WACH Quaternary
## 300                  http://www.foxbaltimore.com    WBFF    Primary
## 301                              http://sbgi.net    WBFF  Secondary
## 302                              http://sbgi.net    WBFF   Tertiary
## 303                              http://sbgi.net    WBFF Quaternary
## 304                       http://www.abc3340.com    WBMA    Primary
## 305                              http://sbgi.net    WBMA  Secondary
## 306                              http://sbgi.net    WBMA   Tertiary
## 307                              http://sbgi.net    WBMA Quaternary
## 308                       http://www.thecw46.com    WBSF    Primary
## 309                              http://sbgi.net    WBSF  Secondary
## 310                              http://sbgi.net    WBSF   Tertiary
## 311                        http://www.cw23tv.com    WBUI    Primary
## 312                              http://sbgi.net    WBUI  Secondary
## 313                              http://sbgi.net    WBUI   Tertiary
## 314                   http://www.foxillinois.com    WCCU    Primary
## 315                              http://sbgi.net    WCCU  Secondary
## 316                              http://sbgi.net    WCCU   Tertiary
## 317                        http://www.wchstv.com    WCHS    Primary
## 318                              http://sbgi.net    WCHS  Secondary
## 319                              http://sbgi.net    WCHS   Tertiary
## 320                              http://sbgi.net    WCHS Quaternary
## 321                   http://mytvcharleston.com/    WCIV    Primary
## 322                      http://www.abcnews4.com    WCIV  Secondary
## 323                              http://sbgi.net    WCIV   Tertiary
## 324                              http://sbgi.net    WCIV Quaternary
## 325                          https://wcti12.com/    WCTI    Primary
## 326                      http://www.comettv.com/    WCTI  Secondary
## 327                              http://sbgi.net    WCTI   Tertiary
## 328                              http://sbgi.net    WCTI Quaternary
## 329                        http://cw14online.com    WCWF    Primary
## 330                      http://www.comettv.com/    WCWF  Secondary
## 331                              http://sbgi.net    WCWF   Tertiary
## 332                              http://sbgi.net    WCWF Quaternary
## 333                              http://sbgi.net    WCWF    Quinary
## 334                      http://www.cwalbany.com    WCWN    Primary
## 335                              http://sbgi.net    WCWN  Secondary
## 336                              http://sbgi.net    WCWN   Tertiary
## 337                              http://sbgi.net    WCWN Quaternary
## 338                              http://sbgi.net    WCYB    Primary
## 339                              http://sbgi.net    WCYB  Secondary
## 340                      http://www.comettv.com/    WCYB   Tertiary
## 341                        http://www.wtto21.com    WDBB    Primary
## 342                              http://sbgi.net    WDBB  Secondary
## 343                              http://sbgi.net    WDBB   Tertiary
## 344                        http://www.weartv.com    WEAR    Primary
## 345                              http://sbgi.net    WEAR  Secondary
## 346                              http://sbgi.net    WEAR   Tertiary
## 347                              http://sbgi.net    WEMT    Primary
## 348                              http://sbgi.net    WEMT  Secondary
## 349                              http://sbgi.net    WEMT   Tertiary
## 350                              http://sbgi.net    WEMT Quaternary
## 351                        http://nbc25news.com/    WEYI    Primary
## 352                              http://sbgi.net    WEYI  Secondary
## 353                              http://sbgi.net    WEYI   Tertiary
## 354                              http://sbgi.net    WEYI Quaternary
## 355                        http://www.wfgxtv.com    WFGX    Primary
## 356                              http://sbgi.net    WFGX  Secondary
## 357                      http://www.comettv.com/    WFGX   Tertiary
## 358                     http://chattanoogacw.com    WFLI    Primary
## 359                              http://sbgi.net    WFLI  Secondary
## 360                              http://sbgi.net    WFLI   Tertiary
## 361                              http://sbgi.net    WFLI Quaternary
## 362                          http://www.wfxl.com    WFXL    Primary
## 363                              http://sbgi.net    WFXL  Secondary
## 364                      http://www.comettv.com/    WFXL   Tertiary
## 365                              http://sbgi.net    WFXL Quaternary
## 366                           http://mycbs4.com/    WGFL    Primary
## 367                              http://sbgi.net    WGFL  Secondary
## 368                              http://sbgi.net    WGFL   Tertiary
## 369                          http://www.wgme.com    WGME    Primary
## 370                              http://sbgi.net    WGME  Secondary
## 371                              http://sbgi.net    WGME   Tertiary
## 372                   http://www.upnorthlive.com    WGTQ    Primary
## 373                              http://sbgi.net    WGTQ  Secondary
## 374                      http://www.comettv.com/    WGTQ   Tertiary
## 375                   http://www.upnorthlive.com    WGTU    Primary
## 376                              http://sbgi.net    WGTU  Secondary
## 377                           http://www.wgxa.tv    WGXA    Primary
## 378                              http://sbgi.net    WGXA  Secondary
## 379                      http://www.comettv.com/    WGXA   Tertiary
## 380                        http://www.13wham.com    WHAM    Primary
## 381                   http://www.cwrochester.com    WHAM  Secondary
## 382                              http://sbgi.net    WHAM   Tertiary
## 383                      http://www.comettv.com/    WHOI    Primary
## 384                   http://www.local21news.com     WHP    Primary
## 385                              http://sbgi.net     WHP  Secondary
## 386                   http://www.cwcentralpa.com     WHP   Tertiary
## 387                      http://www.comettv.com/     WHP Quaternary
## 388                        http://www.wicd15.com    WICD    Primary
## 389                      http://www.comettv.com/    WICD  Secondary
## 390                              http://sbgi.net    WICD   Tertiary
## 391                              http://sbgi.net    WICD Quaternary
## 392                          http://www.wics.com    WICS    Primary
## 393                      http://www.comettv.com/    WICS  Secondary
## 394                              http://sbgi.net    WICS   Tertiary
## 395                              http://sbgi.net    WICS Quaternary
## 396                        http://www.wjactv.com    WJAC    Primary
## 397                              http://sbgi.net    WJAC  Secondary
## 398                      http://www.comettv.com/    WJAC   Tertiary
## 399                              http://sbgi.net    WJAC Quaternary
## 400                      http://www.turnto10.com    WJAR    Primary
## 401                              http://sbgi.net    WJAR  Secondary
## 402                      http://www.comettv.com/    WJAR   Tertiary
## 403                              http://sbgi.net    WJAR Quaternary
## 404                          http://www.wjla.com    WJLA    Primary
## 405                              http://sbgi.net    WJLA  Secondary
## 406                      http://www.comettv.com/    WJLA   Tertiary
## 407                              http://sbgi.net    WJLA Quaternary
## 408                         http://www.utv44.com    WJTC    Primary
## 409                              http://sbgi.net    WJTC  Secondary
## 410                              http://sbgi.net    WJTC   Tertiary
## 411                    https://dayton247now.com/    WKEF    Primary
## 412                              http://sbgi.net    WKEF  Secondary
## 413                              http://sbgi.net    WKEF   Tertiary
## 414                              http://sbgi.net    WKEF Quaternary
## 415                       http://www.local12.com    WKRC    Primary
## 416                     http://cwcincinnati.com/    WKRC  Secondary
## 417                              http://sbgi.net    WKRC   Tertiary
## 418                     http://www.raleighcw.com    WLFL    Primary
## 419                              http://sbgi.net    WLFL  Secondary
## 420                              http://sbgi.net    WLFL   Tertiary
## 421                              http://sbgi.net    WLFL Quaternary
## 422                          http://www.wlos.com    WLOS    Primary
## 423                              http://sbgi.net    WLOS  Secondary
## 424                              http://sbgi.net    WLOS   Tertiary
## 425                              http://sbgi.net    WLOS Quaternary
## 426                       http://fox11online.com    WLUK    Primary
## 427                              http://sbgi.net    WLUK  Secondary
## 428                              http://sbgi.net    WLUK   Tertiary
## 429                         http://www.fox47.com    WMSN    Primary
## 430                      http://www.comettv.com/    WMSN  Secondary
## 431                              http://sbgi.net    WMSN   Tertiary
## 432                              http://sbgi.net    WMSN Quaternary
## 433                           http://www.my40.tv    WMYA    Primary
## 434                      http://www.comettv.com/    WMYA  Secondary
## 435                              http://sbgi.net    WMYA   Tertiary
## 436                              http://sbgi.net    WMYA Quaternary
## 437                              http://sbgi.net    WMYA    Quinary
## 438                           http://www.my48.tv    WMYV    Primary
## 439                              http://sbgi.net    WMYV  Secondary
## 440                      http://www.comettv.com/    WMYV   Tertiary
## 441                           http://www.cw58.tv    WNAB    Primary
## 442                              http://sbgi.net    WNAB  Secondary
## 443                              http://sbgi.net    WNAB   Tertiary
## 444                              http://sbgi.net    WNAB Quaternary
## 445                           http://mycbs4.com/    WNBW    Primary
## 446                              http://sbgi.net    WNBW  Secondary
## 447                      http://www.comettv.com/    WNBW   Tertiary
## 448                              http://sbgi.net    WNBW Quaternary
## 449                   http://www.cwbaltimore.com    WNUV    Primary
## 450                              http://sbgi.net    WNUV  Secondary
## 451                      http://www.comettv.com/    WNUV   Tertiary
## 452                              http://sbgi.net    WNUV Quaternary
## 453                            http://nbc24.com/    WNWO    Primary
## 454                              http://sbgi.net    WNWO  Secondary
## 455                      http://www.comettv.com/    WNWO   Tertiary
## 456                              http://sbgi.net    WNWO Quaternary
## 457                   http://www.mytvbuffalo.com    WNYO    Primary
## 458                              http://sbgi.net    WNYO  Secondary
## 459                      http://www.comettv.com/    WNYO   Tertiary
## 460                              http://sbgi.net    WNYO Quaternary
## 461               http://www.news4sanantonio.com    WOAI    Primary
## 462                              http://sbgi.net    WOAI  Secondary
## 463                              http://sbgi.net    WOAI   Tertiary
## 464                         http://www.FOX56.com    WOLF    Primary
## 465                              http://sbgi.net    WOLF  Secondary
## 466                              http://sbgi.net    WOLF   Tertiary
## 467                   http://www.upnorthlive.com    WPBN    Primary
## 468                              http://sbgi.net    WPBN  Secondary
## 469                      http://www.comettv.com/    WPBN   Tertiary
## 470                             http://wpde.com/    WPDE    Primary
## 471                              http://sbgi.net    WPDE  Secondary
## 472                      http://www.comettv.com/    WPDE   Tertiary
## 473                              http://sbgi.net    WPDE Quaternary
## 474                              http://sbgi.net    WPDE    Quinary
## 475                         http://www.cbs12.com    WPEC    Primary
## 476                              http://sbgi.net    WPEC  Secondary
## 477                      http://www.comettv.com/    WPEC   Tertiary
## 478                      https://fox23maine.com/    WPFO    Primary
## 479                              http://sbgi.net    WPFO  Secondary
## 480                      http://www.comettv.com/    WPFO   Tertiary
## 481                              http://sbgi.net    WPFO Quaternary
## 482                        http://www.wpgh53.com    WPGH    Primary
## 483                              http://sbgi.net    WPGH  Secondary
## 484                              http://sbgi.net    WPGH   Tertiary
## 485                         https://mynbc15.com/    WPMI    Primary
## 486                              http://sbgi.net    WPMI  Secondary
## 487                              http://sbgi.net    WPMI   Tertiary
## 488                    http://www.22thepoint.com    WPNT    Primary
## 489                              http://sbgi.net    WPNT  Secondary
## 490                      http://www.comettv.com/    WPNT   Tertiary
## 491                              http://sbgi.net    WPNT Quaternary
## 492                         http://www.FOX56.com    WQMY    Primary
## 493                              http://sbgi.net    WQMY  Secondary
## 494                              http://sbgi.net    WQMY   Tertiary
## 495                       http://www.myrdctv.com    WRDC    Primary
## 496                              http://sbgi.net    WRDC  Secondary
## 497                      http://www.comettv.com/    WRDC   Tertiary
## 498                    http://www.cbs6albany.com    WRGB    Primary
## 499                              http://sbgi.net    WRGB  Secondary
## 500                      http://www.comettv.com/    WRGB   Tertiary
## 501                    https://dayton247now.com/    WRGT    Primary
## 502                       http://mytvdayton.com/    WRGT  Secondary
## 503                      http://www.comettv.com/    WRGT   Tertiary
## 504                              http://sbgi.net    WRGT Quaternary
## 505                   http://www.foxrichmond.com    WRLH    Primary
## 506                  http://www.mytvrichmond.com    WRLH  Secondary
## 507                      http://www.comettv.com/    WRLH   Tertiary
## 508                              http://sbgi.net    WRLH Quaternary
## 509                              http://sbgi.net    WRLH    Quinary
## 510                   http://www.foxillinois.com    WRSP    Primary
## 511                              http://sbgi.net    WRSP  Secondary
## 512                              http://sbgi.net    WRSP   Tertiary
## 513                          http://www.wsbt.com    WSBT    Primary
## 514                              http://sbgi.net    WSBT  Secondary
## 515                          http://www.wset.com    WSET    Primary
## 516                              http://sbgi.net    WSET  Secondary
## 517                      http://www.comettv.com/    WSET   Tertiary
## 518                              http://sbgi.net    WSET Quaternary
## 519                          http://www.wsmh.com    WSMH    Primary
## 520                              http://sbgi.net    WSMH  Secondary
## 521                      http://www.comettv.com/    WSMH   Tertiary
## 522                              http://sbgi.net    WSMH Quaternary
## 523                    http://www.cnycentral.com    WSTM    Primary
## 524                              http://sbgi.net    WSTM  Secondary
## 525                      http://www.comettv.com/    WSTM   Tertiary
## 526                    http://www.cnycentral.com    WSTQ    Primary
## 527                         http://www.star64.tv    WSTR    Primary
## 528                              http://sbgi.net    WSTR  Secondary
## 529                      http://www.comettv.com/    WSTR   Tertiary
## 530                              http://sbgi.net    WSTR Quaternary
## 531                       http://www.thecw38.com    WSWB    Primary
## 532                              http://sbgi.net    WSWB  Secondary
## 533                      http://www.comettv.com/    WSWB   Tertiary
## 534                              http://sbgi.net    WSWB Quaternary
## 535                http://www.abc6onyourside.com    WSYX    Primary
## 536                              http://sbgi.net    WSYX  Secondary
## 537                              http://sbgi.net    WSYX   Tertiary
## 538                      http://www.my15wtcn.com    WTCN    Primary
## 539                              http://sbgi.net    WTCN  Secondary
## 540                              http://sbgi.net    WTCN   Tertiary
## 541                              http://sbgi.net    WTCN Quaternary
## 542                   http://www.foxsavannah.com    WTGS    Primary
## 543                      http://www.comettv.com/    WTGS  Secondary
## 544                              http://sbgi.net    WTGS   Tertiary
## 545                              http://sbgi.net    WTGS Quaternary
## 546                              http://sbgi.net    WTLF    Primary
## 547                      http://www.comettv.com/    WTLF  Secondary
## 548                              http://sbgi.net    WTLF   Tertiary
## 549                              http://sbgi.net    WTLF Quaternary
## 550                              http://sbgi.net    WTLF    Quinary
## 551                   http://www.upnorthlive.com    WTOM    Primary
## 552                              http://sbgi.net    WTOM  Secondary
## 553                      http://www.comettv.com/    WTOM   Tertiary
## 554                         http://www.wtov9.com    WTOV    Primary
## 555                              http://sbgi.net    WTOV  Secondary
## 556                              http://sbgi.net    WTOV   Tertiary
## 557               http://www.myfox28columbus.com    WTTE    Primary
## 558                              http://sbgi.net    WTTE  Secondary
## 559                              http://sbgi.net    WTTE   Tertiary
## 560                        http://www.wtto21.com    WTTO    Primary
## 561                              http://sbgi.net    WTTO  Secondary
## 562                      http://www.comettv.com/    WTTO   Tertiary
## 563                              http://sbgi.net    WTTO Quaternary
## 564                    https://newschannel9.com/    WTVC    Primary
## 565                http://www.foxchattanooga.com    WTVC  Secondary
## 566                              http://sbgi.net    WTVC   Tertiary
## 567                    http://www.cnycentral.com    WTVH    Primary
## 568                              http://sbgi.net    WTVH  Secondary
## 569                              http://sbgi.net    WTVH   Tertiary
## 570                          http://www.cw34.com    WTVX    Primary
## 571                              http://sbgi.net    WTVX  Secondary
## 572                              http://sbgi.net    WTVX   Tertiary
## 573                         http://www.mytvz.com    WTVZ    Primary
## 574                              http://sbgi.net    WTVZ  Secondary
## 575                      http://www.comettv.com/    WTVZ   Tertiary
## 576                              http://sbgi.net    WTVZ Quaternary
## 577                        http://www.wtwc40.com    WTWC    Primary
## 578                             http://fox49.tv/    WTWC  Secondary
## 579                              http://sbgi.net    WTWC   Tertiary
## 580                       http://www.thecw23.com    WUCW    Primary
## 581                      http://www.comettv.com/    WUCW  Secondary
## 582                              http://sbgi.net    WUCW   Tertiary
## 583                              http://sbgi.net    WUCW Quaternary
## 584                  http://www.foxrochester.com    WUHF    Primary
## 585                              http://sbgi.net    WUHF  Secondary
## 586                      http://www.comettv.com/    WUHF   Tertiary
## 587                              http://sbgi.net    WUHF Quaternary
## 588                 http://www.mytvbaltimore.com    WUTB    Primary
## 589                              http://sbgi.net    WUTB  Secondary
## 590                              http://sbgi.net    WUTB   Tertiary
## 591                              http://sbgi.net    WUTB Quaternary
## 592                        http://www.wutv29.com    WUTV    Primary
## 593                              http://sbgi.net    WUTV  Secondary
## 594                              http://sbgi.net    WUTV   Tertiary
## 595                     http://www.mytv30web.com    WUXP    Primary
## 596                              http://sbgi.net    WUXP  Secondary
## 597                      http://www.comettv.com/    WUXP   Tertiary
## 598                          http://www.wvah.com    WVAH    Primary
## 599                              http://sbgi.net    WVAH  Secondary
## 600                      http://www.comettv.com/    WVAH   Tertiary
## 601                     http://www.super18tv.com    WVTV    Primary
## 602                              http://sbgi.net    WVTV  Secondary
## 603                      http://www.comettv.com/    WVTV   Tertiary
## 604                      http://www.azteca48.com    WWHB    Primary
## 605                              http://sbgi.net    WWHB  Secondary
## 606                              http://sbgi.net    WWHB   Tertiary
## 607                    http://www.cwcolumbus.com    WWHO    Primary
## 608                              http://sbgi.net    WWHO  Secondary
## 609                      http://www.comettv.com/    WWHO   Tertiary
## 610                             http://wpde.com/    WWMB    Primary
## 611                              http://sbgi.net    WWMB  Secondary
## 612                              http://sbgi.net    WWMB   Tertiary
## 613                              http://sbgi.net    WWMB Quaternary
## 614                          http://www.wwmt.com    WWMT    Primary
## 615                       http://cw7michigan.com    WWMT  Secondary
## 616                      http://www.comettv.com/    WWMT   Tertiary
## 617                         http://www.abc45.com    WXLV    Primary
## 618                              http://sbgi.net    WXLV  Secondary
## 619                              http://sbgi.net    WXLV   Tertiary
## 620                              http://sbgi.net    WXLV Quaternary
## 621                              http://sbgi.net    WYDO    Primary
## 622                              http://sbgi.net    WYDO  Secondary
## 623                              http://sbgi.net    WYDO   Tertiary
## 624                              http://sbgi.net    WYDO Quaternary
## 625                          http://www.sbgi.net WYME-CD    Primary
## 626                         http://www.fox17.com    WZTV    Primary
## 627                              http://sbgi.net    WZTV  Secondary
## 628                              http://sbgi.net    WZTV   Tertiary
##               Affiliation
## 1                     FOX
## 2                     TBD
## 3                   Comet
## 4                     FOX
## 5                     TBD
## 6                   Comet
## 7                     FOX
## 8                   Comet
## 9                     TBD
## 10                    ABC
## 11                   MeTV
## 12                Movies!
## 13                    ABC
## 14                   MeTV
## 15                  Comet
## 16        Stadium Network
## 17                    ABC
## 18                  Comet
## 19                Charge!
## 20                    TBD
## 21                    CBS
## 22                    FOX
## 23                Charge!
## 24                   DABL
## 25                    FOX
## 26                    TBD
## 27                  Comet
## 28        Stadium Network
## 29                    CBS
## 30                CW Plus
## 31                Charge!
## 32                    FOX
## 33                    TBD
## 34                  Comet
## 35        Stadium Network
## 36                   DABL
## 37                    FOX
## 38                   DABL
## 39                Charge!
## 40        Stadium Network
## 41                    FOX
## 42                  Comet
## 43                Charge!
## 44        Stadium Network
## 45                    CBS
## 46                    TBD
## 47                Charge!
## 48                    NBC
## 49                   MeTV
## 50                Movies!
## 51                    FOX
## 52                  Comet
## 53                Charge!
## 54        Stadium Network
## 55                   DABL
## 56                    CBS
## 57                    TBD
## 58                   MeTV
## 59                    NBC
## 60                   MeTV
## 61                Movies!
## 62                    ABC
## 63                    TBD
## 64                Charge!
## 65        Stadium Network
## 66                    FOX
## 67                  Comet
## 68                Charge!
## 69                    TBD
## 70                CW Plus
## 71                   MyTV
## 72                    NBC
## 73                   MeTV
## 74                Movies!
## 75                  Comet
## 76                    CBS
## 77                CW Plus
## 78        Stadium Network
## 79              Univision
## 80                    CBS
## 81              Telemundo
## 82                    CBS
## 83                CW Plus
## 84                Charge!
## 85                    FOX
## 86                  Comet
## 87                Charge!
## 88        Stadium Network
## 89                     CW
## 90                Charge!
## 91                    FOX
## 92                    TBD
## 93                    FOX
## 94                Charge!
## 95                    TBD
## 96        Stadium Network
## 97                    FOX
## 98                    CBS
## 99                 Get TV
## 100                 Comet
## 101                  DABL
## 102                   TBD
## 103                 Comet
## 104              Estrella
## 105                   ABC
## 106                   FOX
## 107                   TBD
## 108                   ABC
## 109          Temp Off Air
## 110          Temp Off Air
## 111          Temp Off Air
## 112          Temp Off Air
## 113                   CBS
## 114                   ABC
## 115                 Comet
## 116                   CBS
## 117               CW Plus
## 118       Stadium Network
## 119           Independent
## 120                 Comet
## 121                   TBD
## 122               Charge!
## 123                Unimas
## 124            Antenna TV
## 125                   CBS
## 126               Charge!
## 127                 Comet
## 128                   NBC
## 129               CW Plus
## 130                 Comet
## 131                   CBS
## 132                   TBD
## 133                 Comet
## 134                   FOX
## 135                  DABL
## 136                 Comet
## 137       Stadium Network
## 138                   FOX
## 139                  DABL
## 140                 Comet
## 141       Stadium Network
## 142                   NBC
## 143               CW Plus
## 144                 Comet
## 145                  MyTV
## 146       Stadium Network
## 147               Charge!
## 148                  DABL
## 149                    CW
## 150       Stadium Network
## 151                  DABL
## 152                  MyTV
## 153                   CBS
## 154 Nevada Sports Network
## 155       Stadium Network
## 156                 Comet
## 157                    CW
## 158                   TBD
## 159                 Comet
## 160                   FOX
## 161                   TBD
## 162                 Comet
## 163                   FOX
## 164               Charge!
## 165       Stadium Network
## 166                   ABC
## 167                 Comet
## 168               Charge!
## 169             Univision
## 170                 Comet
## 171                   TBD
## 172               Charge!
## 173                   CBS
## 174                   TBD
## 175               Charge!
## 176                   FOX
## 177                  DABL
## 178               Charge!
## 179       Stadium Network
## 180                   FOX
## 181                  DABL
## 182                 Comet
## 183                   FOX
## 184                  DABL
## 185               Charge!
## 186       Stadium Network
## 187                   CBS
## 188                 Comet
## 189               Charge!
## 190                   TBD
## 191                   ABC
## 192                  MeTV
## 193               Movies!
## 194                   FOX
## 195                   NBC
## 196                  DABL
## 197                   TBD
## 198                  MyTV
## 199                 Comet
## 200             Univision
## 201                   FOX
## 202               Charge!
## 203            Antenna TV
## 204                   FOX
## 205                   TBD
## 206                 Comet
## 207                   FOX
## 208                   TBD
## 209                 Comet
## 210                   FOX
## 211                   TBD
## 212                  MyTV
## 213                   NBC
## 214              Estrella
## 215               Charge!
## 216       Stadium Network
## 217                   NBC
## 218               CW Plus
## 219                 Comet
## 220                  MeTV
## 221          Temp Off Air
## 222                   ABC
## 223                 Comet
## 224            Antenna TV
## 225                   TBD
## 226                   CBS
## 227               CW Plus
## 228                 Comet
## 229                   TBD
## 230                   NBC
## 231                  MeTV
## 232               Movies!
## 233                   ABC
## 234                   CBS
## 235                 Comet
## 236                   ABC
## 237               CW Plus
## 238                  MeTV
## 239                   ABC
## 240                    CW
## 241                  MeTV
## 242             Univision
## 243             Univision
## 244                   TBD
## 245               Charge!
## 246             Univision
## 247                   TBD
## 248               Charge!
## 249             Univision
## 250                   TBD
## 251       Stadium Network
## 252             Univision
## 253                 Comet
## 254                   TBD
## 255               Charge!
## 256                   CBS
## 257                  MyTV
## 258                   CBS
## 259                   TBD
## 260               Charge!
## 261                    CW
## 262                  MyTV
## 263                   TBD
## 264                ThisTV
## 265                 Comet
## 266                   ABC
## 267               CW Plus
## 268                 Comet
## 269       Stadium Network
## 270                   ABC
## 271               CW Plus
## 272                 Comet
## 273       Stadium Network
## 274             Univision
## 275                 Comet
## 276                   TBD
## 277               Charge!
## 278                   ABC
## 279                   FOX
## 280                   ABC
## 281                   FOX
## 282          Temp Off Air
## 283                    CW
## 284                   TBD
## 285               Charge!
## 286       Stadium Network
## 287               CW Plus
## 288                   TBD
## 289                 Comet
## 290       Stadium Network
## 291                  DABL
## 292                  MyTV
## 293                   ABC
## 294         Local Weather
## 295                  DABL
## 296                   FOX
## 297       Stadium Network
## 298                 Comet
## 299                   TBD
## 300                   FOX
## 301                  MyTV
## 302                   TBD
## 303       Stadium Network
## 304                   ABC
## 305         Local Weather
## 306       Stadium Network
## 307               Charge!
## 308                    CW
## 309                   NBC
## 310               Charge!
## 311                    CW
## 312                  DABL
## 313       Stadium Network
## 314                   FOX
## 315                  MeTV
## 316            Antenna TV
## 317                   ABC
## 318            Antenna TV
## 319               Charge!
## 320                   TBD
## 321                  MyTV
## 322                   ABC
## 323                  MeTV
## 324                   FOX
## 325                   ABC
## 326                 Comet
## 327                  DABL
## 328                   TBD
## 329                    CW
## 330                 Comet
## 331               Charge!
## 332       Stadium Network
## 333                  DABL
## 334                    CW
## 335               Charge!
## 336                   CBS
## 337       Stadium Network
## 338                   NBC
## 339                    CW
## 340                 Comet
## 341                    CW
## 342                   ABC
## 343         Local Weather
## 344                   ABC
## 345                   TBD
## 346               Charge!
## 347                   FOX
## 348                  DABL
## 349               Charge!
## 350                   TBD
## 351                   NBC
## 352                    CW
## 353                   TBD
## 354                  DABL
## 355           MyTV/ThisTV
## 356                Get TV
## 357                 Comet
## 358                    CW
## 359                  MyTV
## 360                  MeTV
## 361               Charge!
## 362                   FOX
## 363                   TBD
## 364                 Comet
## 365               Charge!
## 366                   CBS
## 367                  MyTV
## 368                   TBD
## 369                   CBS
## 370                   TBD
## 371       Stadium Network
## 372                   ABC
## 373                   NBC
## 374                 Comet
## 375                   ABC
## 376                   NBC
## 377                   FOX
## 378                   ABC
## 379                 Comet
## 380                   ABC
## 381                    CW
## 382               Charge!
## 383                 Comet
## 384                   CBS
## 385                  MyTV
## 386                    CW
## 387          Temp Off Air
## 388                   ABC
## 389                 Comet
## 390                   TBD
## 391               Charge!
## 392                   ABC
## 393                 Comet
## 394                   TBD
## 395               Charge!
## 396                   NBC
## 397                  MeTV
## 398                 Comet
## 399               CW Plus
## 400                   NBC
## 401                  MeTV
## 402                 Comet
## 403                   TBD
## 404                   ABC
## 405               Charge!
## 406                 Comet
## 407                   TBD
## 408           Independent
## 409               Grit TV
## 410                  DABL
## 411                   ABC
## 412       Stadium Network
## 413            Antenna TV
## 414                   TBD
## 415                   CBS
## 416                    CW
## 417       Stadium Network
## 418                    CW
## 419       Stadium Network
## 420                   TBD
## 421            Antenna TV
## 422                   ABC
## 423                  MyTV
## 424            Antenna TV
## 425       Stadium Network
## 426                   FOX
## 427            Antenna TV
## 428                   TBD
## 429                   FOX
## 430                 Comet
## 431               Charge!
## 432                   TBD
## 433                  MyTV
## 434                 Comet
## 435                   TBD
## 436               Charge!
## 437                  DABL
## 438                  MyTV
## 439                Get TV
## 440                 Comet
## 441                    CW
## 442       Stadium Network
## 443               Charge!
## 444                  DABL
## 445                   NBC
## 446               Charge!
## 447                 Comet
## 448            Antenna TV
## 449                    CW
## 450            Antenna TV
## 451                 Comet
## 452               Charge!
## 453                   NBC
## 454       Stadium Network
## 455                 Comet
## 456                   TBD
## 457                  MyTV
## 458       Stadium Network
## 459                 Comet
## 460                Get TV
## 461                   NBC
## 462            Antenna TV
## 463               Charge!
## 464                   FOX
## 465                    CW
## 466                  MyTV
## 467                   NBC
## 468                   ABC
## 469                 Comet
## 470                   ABC
## 471         Local Weather
## 472                 Comet
## 473                   TBD
## 474                  DABL
## 475                   CBS
## 476        Weather Nation
## 477                 Comet
## 478                   FOX
## 479               Charge!
## 480                 Comet
## 481                  DABL
## 482                   FOX
## 483            Antenna TV
## 484               Charge!
## 485                   NBC
## 486        Weather Nation
## 487       Stadium Network
## 488                  MyTV
## 489       Stadium Network
## 490                 Comet
## 491                   TBD
## 492                  MyTV
## 493                   FOX
## 494                    CW
## 495                  MyTV
## 496               Charge!
## 497                 Comet
## 498                   CBS
## 499                   TBD
## 500                 Comet
## 501                   FOX
## 502             MyTV/DABL
## 503                 Comet
## 504               Charge!
## 505                   FOX
## 506              MyTV/TBD
## 507                 Comet
## 508               Charge!
## 509                  DABL
## 510                   FOX
## 511                  MeTV
## 512            Antenna TV
## 513                   CBS
## 514                   FOX
## 515                   ABC
## 516       Stadium Network
## 517                 Comet
## 518                   TBD
## 519                   FOX
## 520            Antenna TV
## 521                 Comet
## 522       Stadium Network
## 523                   NBC
## 524                    CW
## 525                 Comet
## 526                    CW
## 527                  MyTV
## 528            Antenna TV
## 529                 Comet
## 530                   TBD
## 531                    CW
## 532                  MeTV
## 533                 Comet
## 534       Stadium Network
## 535                   ABC
## 536           MyTV/ThisTV
## 537            Antenna TV
## 538                  MyTV
## 539            Antenna TV
## 540                   TBD
## 541                  DABL
## 542                   FOX
## 543                 Comet
## 544            Antenna TV
## 545                   TBD
## 546               CW Plus
## 547                 Comet
## 548                   TBD
## 549       Stadium Network
## 550                  DABL
## 551                   NBC
## 552                   ABC
## 553                 Comet
## 554                   NBC
## 555                   FOX
## 556                  MeTV
## 557                   FOX
## 558                   TBD
## 559       Stadium Network
## 560                    CW
## 561            Antenna TV
## 562                 Comet
## 563                   TBD
## 564                   ABC
## 565                   FOX
## 566                   TBD
## 567                   CBS
## 568               Charge!
## 569                   TBD
## 570                    CW
## 571                Azteca
## 572                  MyTV
## 573                  MyTV
## 574       Stadium Network
## 575                 Comet
## 576                   TBD
## 577                   NBC
## 578                   FOX
## 579               Charge!
## 580                    CW
## 581                 Comet
## 582               Charge!
## 583                   TBD
## 584                   FOX
## 585            Antenna TV
## 586                 Comet
## 587                   TBD
## 588                   TBD
## 589          Temp Off Air
## 590          Temp Off Air
## 591          Temp Off Air
## 592                   FOX
## 593                   TBD
## 594               Charge!
## 595                  MyTV
## 596                Get TV
## 597                 Comet
## 598                   FOX
## 599       Stadium Network
## 600                 Comet
## 601                    CW
## 602                  MyTV
## 603                 Comet
## 604                Azteca
## 605               Charge!
## 606       Stadium Network
## 607                    CW
## 608               Charge!
## 609                 Comet
## 610                    CW
## 611               CW Plus
## 612       Stadium Network
## 613               Charge!
## 614                   CBS
## 615                    CW
## 616                 Comet
## 617                   ABC
## 618       Stadium Network
## 619               Charge!
## 620                   TBD
## 621                   FOX
## 622                Bounce
## 623               Charge!
## 624       Stadium Network
## 625            Antenna TV
## 626                   FOX
## 627                   TBD
## 628            Antenna TV
##                                                             DMA DMA_Code
## 1                                      Wichita - Hutchinson, KS      678
## 2                                      Wichita - Hutchinson, KS        0
## 3                                      Wichita - Hutchinson, KS        0
## 4                                      Wichita - Hutchinson, KS      678
## 5                                      Wichita - Hutchinson, KS        0
## 6                                      Wichita - Hutchinson, KS        0
## 7                                               San Antonio, TX      641
## 8                                               San Antonio, TX        0
## 9                                               San Antonio, TX        0
## 10                                                       Eureka      802
## 11                                                       Eureka        0
## 12                                                       Eureka        0
## 13                                                 Portland, OR      820
## 14                                                 Portland, OR        0
## 15                                                 Portland, OR        0
## 16                                                 Portland, OR        0
## 17                                 Little Rock - Pine Bluff, AR      693
## 18                                 Little Rock - Pine Bluff, AR        0
## 19                                 Little Rock - Pine Bluff, AR        0
## 20                                 Little Rock - Pine Bluff, AR        0
## 21                                              Bakersfield, CA      800
## 22                                              Bakersfield, CA        0
## 23                                              Bakersfield, CA        0
## 24                                              Bakersfield, CA        0
## 25                                              Bakersfield, CA      800
## 26                                              Bakersfield, CA        0
## 27                                              Bakersfield, CA        0
## 28                                              Bakersfield, CA        0
## 29                                                    Boise, ID      757
## 30                                                    Boise, ID        0
## 31                                                    Boise, ID        0
## 32                                   Beaumont - Port Arthur, TX      692
## 33                                   Beaumont - Port Arthur, TX        0
## 34                                   Beaumont - Port Arthur, TX        0
## 35                                   Beaumont - Port Arthur, TX        0
## 36                                   Beaumont - Port Arthur, TX        0
## 37                                               Sioux City, IA      624
## 38                                               Sioux City, IA        0
## 39                                               Sioux City, IA        0
## 40                                               Sioux City, IA        0
## 41                                                       Eureka      802
## 42                                                       Eureka        0
## 43                                                       Eureka        0
## 44                                                       Eureka        0
## 45                                                   Eugene, OR      801
## 46                                                   Eugene, OR        0
## 47                                                   Eugene, OR        0
## 48                                                     Missoula      762
## 49                                                     Missoula        0
## 50                                                     Missoula        0
## 51                                                Chico-Redding      868
## 52                                                Chico-Redding        0
## 53                                                Chico-Redding        0
## 54                                                Chico-Redding        0
## 55                                                Chico-Redding        0
## 56                                                  El Paso, TX      765
## 57                                                  El Paso, TX        0
## 58                                                  El Paso, TX        0
## 59                                                Butte-Bozeman      754
## 60                                                Butte-Bozeman        0
## 61                                                Butte-Bozeman        0
## 62                                                St. Louis, MO      609
## 63                                                St. Louis, MO        0
## 64                                                St. Louis, MO        0
## 65                                                St. Louis, MO        0
## 66                                        Des Moines - Ames, IA      679
## 67                                        Des Moines - Ames, IA        0
## 68                                        Des Moines - Ames, IA        0
## 69                                        Des Moines - Ames, IA        0
## 70                                                       Eureka      802
## 71                                                       Eureka        0
## 72                                                     Missoula      762
## 73                                                     Missoula        0
## 74                                                     Missoula        0
## 75                                           Salt Lake City, UT      770
## 76                    Yakima - Pasco - Richland - Kennewick, WA      810
## 77                    Yakima - Pasco - Richland - Kennewick, WA        0
## 78                    Yakima - Pasco - Richland - Kennewick, WA        0
## 79                                                       Eureka      802
## 80                                                   Austin, TX      635
## 81                                                   Austin, TX        0
## 82                                   Beaumont - Port Arthur, TX      692
## 83                                   Beaumont - Port Arthur, TX        0
## 84                                   Beaumont - Port Arthur, TX        0
## 85                                                  El Paso, TX      765
## 86                                                  El Paso, TX        0
## 87                                                  El Paso, TX        0
## 88                                                  El Paso, TX        0
## 89                                         Fresno - Visalia, CA      866
## 90                                         Fresno - Visalia, CA        0
## 91                                         Fresno - Visalia, CA        0
## 92                                         Fresno - Visalia, CA        0
## 93                        Cedar Rapids - Waterloo - Dubuque, IA      637
## 94                        Cedar Rapids - Waterloo - Dubuque, IA        0
## 95                        Cedar Rapids - Waterloo - Dubuque, IA        0
## 96                        Cedar Rapids - Waterloo - Dubuque, IA        0
## 97                             Lincoln - Hastings - Kearney, NE      722
## 98                        Cedar Rapids - Waterloo - Dubuque, IA      637
## 99                        Cedar Rapids - Waterloo - Dubuque, IA        0
## 100                       Cedar Rapids - Waterloo - Dubuque, IA        0
## 101                       Cedar Rapids - Waterloo - Dubuque, IA        0
## 102             Harlingen - Weslaco - Brownsville - McAllen, TX        0
## 103             Harlingen - Weslaco - Brownsville - McAllen, TX        0
## 104             Harlingen - Weslaco - Brownsville - McAllen, TX        0
## 105                            Lincoln - Hastings - Kearney, NE      722
## 106                            Lincoln - Hastings - Kearney, NE        0
## 107                            Lincoln - Hastings - Kearney, NE        0
## 108                            Lincoln - Hastings - Kearney, NE        0
## 109                            Lincoln - Hastings - Kearney, NE        0
## 110                            Lincoln - Hastings - Kearney, NE        0
## 111                            Lincoln - Hastings - Kearney, NE        0
## 112                            Lincoln - Hastings - Kearney, NE        0
## 113                      Quincy, IL / Hannibal, MO / Keokuk, IA      717
## 114                      Quincy, IL / Hannibal, MO / Keokuk, IA        0
## 115                      Quincy, IL / Hannibal, MO / Keokuk, IA        0
## 116                   Yakima - Pasco - Richland - Kennewick, WA      810
## 117                   Yakima - Pasco - Richland - Kennewick, WA        0
## 118                   Yakima - Pasco - Richland - Kennewick, WA        0
## 119                                          Salt Lake City, UT      770
## 120                                          Salt Lake City, UT        0
## 121                                          Salt Lake City, UT        0
## 122                                          Salt Lake City, UT        0
## 123                                               Chico-Redding      868
## 124                                               Chico-Redding        0
## 125                                                 Spokane, WA      881
## 126                                                 Spokane, WA        0
## 127                                                 Spokane, WA        0
## 128                                                  Eugene, OR      801
## 129                                                  Eugene, OR        0
## 130                                                  Eugene, OR        0
## 131                                              Sioux City, IA      624
## 132                                              Sioux City, IA        0
## 133                                              Sioux City, IA        0
## 134                                        Fresno - Visalia, CA      866
## 135                                        Fresno - Visalia, CA        0
## 136                                        Fresno - Visalia, CA        0
## 137                                        Fresno - Visalia, CA        0
## 138                                        Fresno - Visalia, CA      866
## 139                                        Fresno - Visalia, CA        0
## 140                                        Fresno - Visalia, CA        0
## 141                                        Fresno - Visalia, CA        0
## 142                                                  Eugene, OR      801
## 143                                                  Eugene, OR        0
## 144                                                  Eugene, OR        0
## 145                                    Wichita - Hutchinson, KS      678
## 146                                    Wichita - Hutchinson, KS        0
## 147                                    Wichita - Hutchinson, KS        0
## 148                                    Wichita - Hutchinson, KS        0
## 149                                             San Antonio, TX      641
## 150                                             San Antonio, TX        0
## 151                                             San Antonio, TX        0
## 152                                          Salt Lake City, UT      770
## 153                                          Salt Lake City, UT        0
## 154                                                    Reno, NV      811
## 155                                                    Reno, NV        0
## 156                                                    Reno, NV        0
## 157                                           Oklahoma City, OK      650
## 158                                           Oklahoma City, OK        0
## 159                                           Oklahoma City, OK        0
## 160                                    Wichita - Hutchinson, KS      678
## 161                                    Wichita - Hutchinson, KS        0
## 162                                    Wichita - Hutchinson, KS        0
## 163                                           Oklahoma City, OK      650
## 164                                           Oklahoma City, OK        0
## 165                                           Oklahoma City, OK        0
## 166                                        Seattle - Tacoma, WA      819
## 167                                        Seattle - Tacoma, WA        0
## 168                                        Seattle - Tacoma, WA        0
## 169                   Yakima - Pasco - Richland - Kennewick, WA      810
## 170                   Yakima - Pasco - Richland - Kennewick, WA        0
## 171                   Yakima - Pasco - Richland - Kennewick, WA        0
## 172                   Yakima - Pasco - Richland - Kennewick, WA        0
## 173                                                  Eugene, OR      801
## 174                                                  Eugene, OR        0
## 175                                                  Eugene, OR        0
## 176                                              Sioux City, IA      624
## 177                                              Sioux City, IA        0
## 178                                              Sioux City, IA        0
## 179                                              Sioux City, IA        0
## 180                                                   Omaha, NE      652
## 181                                                   Omaha, NE        0
## 182                                                   Omaha, NE        0
## 183                                              Sioux City, IA      624
## 184                                              Sioux City, IA        0
## 185                                              Sioux City, IA        0
## 186                                              Sioux City, IA        0
## 187                               Columbia - Jefferson City, MO      604
## 188                               Columbia - Jefferson City, MO        0
## 189                               Columbia - Jefferson City, MO        0
## 190                               Columbia - Jefferson City, MO        0
## 191                                               Chico-Redding      868
## 192                                               Chico-Redding        0
## 193                                               Chico-Redding        0
## 194                                               Chico-Redding        0
## 195                                                    Reno, NV      811
## 196                                                    Reno, NV        0
## 197                                                    Reno, NV        0
## 198                                               Chico-Redding      868
## 199                                               Chico-Redding        0
## 200                                               Chico-Redding        0
## 201                                                    Reno, NV      811
## 202                                                    Reno, NV        0
## 203                                                    Reno, NV        0
## 204                                    Wichita - Hutchinson, KS      678
## 205                                    Wichita - Hutchinson, KS        0
## 206                                    Wichita - Hutchinson, KS        0
## 207                                    Wichita - Hutchinson, KS      678
## 208                                    Wichita - Hutchinson, KS        0
## 209                                    Wichita - Hutchinson, KS        0
## 210                                          Corpus Christi, TX      600
## 211                                          Corpus Christi, TX        0
## 212                                          Corpus Christi, TX        0
## 213                                               Las Vegas, NV      839
## 214                                               Las Vegas, NV        0
## 215                                               Las Vegas, NV        0
## 216                                               Las Vegas, NV        0
## 217                                                  Eugene, OR      801
## 218                                                  Eugene, OR        0
## 219                                                  Eugene, OR        0
## 220                                          Abilene-Sweetwater      662
## 221                                          Corpus Christi, TX      600
## 222                                                   Tulsa, OK      671
## 223                                                   Tulsa, OK        0
## 224                                                   Tulsa, OK        0
## 225                                                   Tulsa, OK        0
## 226                                 Medford - Klamath Falls, OR      813
## 227                                 Medford - Klamath Falls, OR        0
## 228                                 Medford - Klamath Falls, OR        0
## 229                                 Medford - Klamath Falls, OR        0
## 230                                               Butte-Bozeman      754
## 231                                               Butte-Bozeman        0
## 232                                               Butte-Bozeman        0
## 233                                Ottumwa, IA / Kirksville, MO      631
## 234                                Ottumwa, IA / Kirksville, MO        0
## 235                                Ottumwa, IA / Kirksville, MO        0
## 236                                                  San Angelo      661
## 237                                                  San Angelo        0
## 238                                                  San Angelo        0
## 239                                          Abilene-Sweetwater      662
## 240                                          Abilene-Sweetwater        0
## 241                                          Abilene-Sweetwater        0
## 242                                               Chico-Redding      868
## 243                                                Portland, OR      820
## 244                                                Portland, OR        0
## 245                                                Portland, OR        0
## 246                                                Portland, OR      820
## 247                                                Portland, OR        0
## 248                                                Portland, OR        0
## 249                                        Seattle - Tacoma, WA      819
## 250                                        Seattle - Tacoma, WA        0
## 251                                        Seattle - Tacoma, WA        0
## 252                   Yakima - Pasco - Richland - Kennewick, WA      810
## 253                   Yakima - Pasco - Richland - Kennewick, WA        0
## 254                   Yakima - Pasco - Richland - Kennewick, WA        0
## 255                   Yakima - Pasco - Richland - Kennewick, WA        0
## 256                                          Salt Lake City, UT      770
## 257                                          Salt Lake City, UT        0
## 258                                                  Eugene, OR      801
## 259                                                  Eugene, OR        0
## 260                                                  Eugene, OR        0
## 261                                               Las Vegas, NV      839
## 262                                               Las Vegas, NV        0
## 263                                               Las Vegas, NV        0
## 264                                               Las Vegas, NV        0
## 265                                               Las Vegas, NV        0
## 266                                                Amarillo, TX      634
## 267                                                Amarillo, TX        0
## 268                                                Amarillo, TX        0
## 269                                                Amarillo, TX        0
## 270                                                Amarillo, TX      634
## 271                                                Amarillo, TX        0
## 272                                                Amarillo, TX        0
## 273                                                Amarillo, TX        0
## 274                   Yakima - Pasco - Richland - Kennewick, WA      810
## 275                   Yakima - Pasco - Richland - Kennewick, WA        0
## 276                   Yakima - Pasco - Richland - Kennewick, WA        0
## 277                   Yakima - Pasco - Richland - Kennewick, WA        0
## 278                            Lincoln - Hastings - Kearney, NE        0
## 279                            Lincoln - Hastings - Kearney, NE        0
## 280                            Lincoln - Hastings - Kearney, NE        0
## 281                            Lincoln - Hastings - Kearney, NE        0
## 282                                          Corpus Christi, TX      600
## 283                                                   Omaha, NE      652
## 284                                                   Omaha, NE        0
## 285                                                   Omaha, NE        0
## 286                                                   Omaha, NE        0
## 287                                                   Boise, ID      757
## 288                                                   Boise, ID        0
## 289                                                   Boise, ID        0
## 290                                                   Boise, ID        0
## 291                                                   Boise, ID        0
## 292                                              Birmingham, AL      630
## 293                                              Birmingham, AL        0
## 294                                              Birmingham, AL        0
## 295                                              Birmingham, AL        0
## 296                                                Columbia, SC      546
## 297                                                Columbia, SC        0
## 298                                                Columbia, SC        0
## 299                                                Columbia, SC        0
## 300                                               Baltimore, MD      512
## 301                                               Baltimore, MD        0
## 302                                               Baltimore, MD        0
## 303                                               Baltimore, MD        0
## 304                                              Birmingham, AL      630
## 305                                              Birmingham, AL        0
## 306                                              Birmingham, AL        0
## 307                                              Birmingham, AL        0
## 308                              Flint - Saginaw - Bay City, MI      513
## 309                              Flint - Saginaw - Bay City, MI        0
## 310                              Flint - Saginaw - Bay City, MI        0
## 311                       Champaign - Springfield - Decatur, IL      648
## 312                       Champaign - Springfield - Decatur, IL        0
## 313                       Champaign - Springfield - Decatur, IL        0
## 314                       Champaign - Springfield - Decatur, IL      648
## 315                       Champaign - Springfield - Decatur, IL        0
## 316                       Champaign - Springfield - Decatur, IL        0
## 317                                 Charleston - Huntington, WV      564
## 318                                 Charleston - Huntington, WV        0
## 319                                 Charleston - Huntington, WV        0
## 320                                 Charleston - Huntington, WV        0
## 321                                              Charleston, SC      519
## 322                                              Charleston, SC        0
## 323                                              Charleston, SC        0
## 324                                              Charleston, SC        0
## 325                                  Greenville-N.Bern-Washngtn      545
## 326                                  Greenville-N.Bern-Washngtn        0
## 327                                  Greenville-N.Bern-Washngtn        0
## 328                                  Greenville-N.Bern-Washngtn        0
## 329                                    Green Bay - Appleton, WI      658
## 330                                    Green Bay - Appleton, WI      658
## 331                                    Green Bay - Appleton, WI        0
## 332                                    Green Bay - Appleton, WI        0
## 333                                    Green Bay - Appleton, WI        0
## 334                             Albany - Schenectady - Troy, NY      532
## 335                             Albany - Schenectady - Troy, NY        0
## 336                             Albany - Schenectady - Troy, NY        0
## 337                             Albany - Schenectady - Troy, NY        0
## 338                                           Tri-Cities, TN-VA      531
## 339                                           Tri-Cities, TN-VA        0
## 340                                           Tri-Cities, TN-VA        0
## 341                                              Birmingham, AL      630
## 342                                              Birmingham, AL        0
## 343                                              Birmingham, AL        0
## 344                                  Mobile, AL / Pensacola, FL      686
## 345                                  Mobile, AL / Pensacola, FL        0
## 346                                  Mobile, AL / Pensacola, FL        0
## 347                                           Tri-Cities, TN-VA      531
## 348                                           Tri-Cities, TN-VA        0
## 349                                           Tri-Cities, TN-VA        0
## 350                                           Tri-Cities, TN-VA        0
## 351                              Flint - Saginaw - Bay City, MI      513
## 352                              Flint - Saginaw - Bay City, MI        0
## 353                              Flint - Saginaw - Bay City, MI        0
## 354                              Flint - Saginaw - Bay City, MI        0
## 355                                  Mobile, AL / Pensacola, FL      686
## 356                                  Mobile, AL / Pensacola, FL        0
## 357                                  Mobile, AL / Pensacola, FL        0
## 358                                             Chattanooga, TN      575
## 359                                             Chattanooga, TN      575
## 360                                             Chattanooga, TN      575
## 361                                             Chattanooga, TN        0
## 362                                                  Albany, GA      525
## 363                                                  Albany, GA        0
## 364                                                  Albany, GA        0
## 365                                                  Albany, GA        0
## 366                                             Gainesville, FL      592
## 367                                             Gainesville, FL        0
## 368                                             Gainesville, FL        0
## 369                                       Portland - Auburn, ME      500
## 370                                       Portland - Auburn, ME        0
## 371                                       Portland - Auburn, ME        0
## 372                                Traverse City - Cadillac, MI      540
## 373                                Traverse City - Cadillac, MI        0
## 374                                Traverse City - Cadillac, MI        0
## 375                                Traverse City - Cadillac, MI      540
## 376                                Traverse City - Cadillac, MI        0
## 377                                                   Macon, GA      503
## 378                                                   Macon, GA        0
## 379                                                   Macon, GA        0
## 380                                               Rochester, NY      538
## 381                                               Rochester, NY        0
## 382                                               Rochester, NY        0
## 383                                    Peoria - Bloomington, IL      675
## 384                 Harrisburg - Lancaster - Lebanon - York, PA      566
## 385                 Harrisburg - Lancaster - Lebanon - York, PA        0
## 386                 Harrisburg - Lancaster - Lebanon - York, PA        0
## 387                 Harrisburg - Lancaster - Lebanon - York, PA        0
## 388                       Champaign - Springfield - Decatur, IL      648
## 389                       Champaign - Springfield - Decatur, IL        0
## 390                       Champaign - Springfield - Decatur, IL        0
## 391                       Champaign - Springfield - Decatur, IL        0
## 392                       Champaign - Springfield - Decatur, IL      648
## 393                       Champaign - Springfield - Decatur, IL        0
## 394                       Champaign - Springfield - Decatur, IL        0
## 395                       Champaign - Springfield - Decatur, IL        0
## 396                                     Johnstown - Altoona, PA      574
## 397                                     Johnstown - Altoona, PA        0
## 398                                     Johnstown - Altoona, PA        0
## 399                                     Johnstown - Altoona, PA        0
## 400                                      Providence-New Bedford      521
## 401                                      Providence-New Bedford        0
## 402                                      Providence-New Bedford        0
## 403                                      Providence-New Bedford        0
## 404                                              Washington, DC      511
## 405                                              Washington, DC        0
## 406                                              Washington, DC        0
## 407                                              Washington, DC        0
## 408                                  Mobile, AL / Pensacola, FL      686
## 409                                  Mobile, AL / Pensacola, FL        0
## 410                                  Mobile, AL / Pensacola, FL        0
## 411                                                  Dayton, OH      542
## 412                                                  Dayton, OH        0
## 413                                                  Dayton, OH        0
## 414                                                  Dayton, OH        0
## 415                                              Cincinnati, OH      515
## 416                                              Cincinnati, OH        0
## 417                                              Cincinnati, OH        0
## 418                                        Raleigh - Durham, NC      560
## 419                                        Raleigh - Durham, NC        0
## 420                                        Raleigh - Durham, NC        0
## 421                                        Raleigh - Durham, NC        0
## 422 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC      567
## 423 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 424 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 425 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 426                                    Green Bay - Appleton, WI      658
## 427                                    Green Bay - Appleton, WI        0
## 428                                    Green Bay - Appleton, WI        0
## 429                                                 Madison, WI      669
## 430                                                 Madison, WI        0
## 431                                                 Madison, WI        0
## 432                                                 Madison, WI        0
## 433 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC      567
## 434 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 435 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 436 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 437 Greenville - Spartanburg, SC / Asheville, NC / Anderson, SC        0
## 438                 Greensboro - High Point - Winston Salem, NC      518
## 439                 Greensboro - High Point - Winston Salem, NC        0
## 440                 Greensboro - High Point - Winston Salem, NC        0
## 441                                               Nashville, TN      659
## 442                                               Nashville, TN        0
## 443                                               Nashville, TN        0
## 444                                               Nashville, TN        0
## 445                                             Gainesville, FL      592
## 446                                             Gainesville, FL        0
## 447                                             Gainesville, FL        0
## 448                                             Gainesville, FL        0
## 449                                               Baltimore, MD      512
## 450                                               Baltimore, MD        0
## 451                                               Baltimore, MD        0
## 452                                               Baltimore, MD        0
## 453                                                  Toledo, OH      547
## 454                                                  Toledo, OH        0
## 455                                                  Toledo, OH        0
## 456                                                  Toledo, OH        0
## 457                                                 Buffalo, NY      514
## 458                                                 Buffalo, NY        0
## 459                                                 Buffalo, NY        0
## 460                                                 Buffalo, NY        0
## 461                                             San Antonio, TX      641
## 462                                             San Antonio, TX        0
## 463                                             San Antonio, TX        0
## 464                                 Wilkes Barre - Scranton, PA      577
## 465                                 Wilkes Barre - Scranton, PA        0
## 466                                 Wilkes Barre - Scranton, PA        0
## 467                                Traverse City - Cadillac, MI      540
## 468                                Traverse City - Cadillac, MI        0
## 469                                Traverse City - Cadillac, MI        0
## 470                                 Florence - Myrtle Beach, SC      570
## 471                                 Florence - Myrtle Beach, SC        0
## 472                                 Florence - Myrtle Beach, SC        0
## 473                                 Florence - Myrtle Beach, SC        0
## 474                                 Florence - Myrtle Beach, SC        0
## 475                           West Palm Beach - Fort Pierce, FL      548
## 476                           West Palm Beach - Fort Pierce, FL        0
## 477                           West Palm Beach - Fort Pierce, FL        0
## 478                                       Portland - Auburn, ME      500
## 479                                       Portland - Auburn, ME        0
## 480                                       Portland - Auburn, ME        0
## 481                                       Portland - Auburn, ME        0
## 482                                              Pittsburgh, PA      508
## 483                                              Pittsburgh, PA        0
## 484                                              Pittsburgh, PA        0
## 485                                  Mobile, AL / Pensacola, FL      686
## 486                                  Mobile, AL / Pensacola, FL        0
## 487                                  Mobile, AL / Pensacola, FL        0
## 488                                              Pittsburgh, PA      508
## 489                                              Pittsburgh, PA        0
## 490                                              Pittsburgh, PA        0
## 491                                              Pittsburgh, PA        0
## 492                                 Wilkes Barre - Scranton, PA      577
## 493                                 Wilkes Barre - Scranton, PA        0
## 494                                 Wilkes Barre - Scranton, PA        0
## 495                                        Raleigh - Durham, NC      560
## 496                                        Raleigh - Durham, NC        0
## 497                                        Raleigh - Durham, NC        0
## 498                             Albany - Schenectady - Troy, NY      532
## 499                             Albany - Schenectady - Troy, NY        0
## 500                             Albany - Schenectady - Troy, NY        0
## 501                                                  Dayton, OH      542
## 502                                                  Dayton, OH        0
## 503                                                  Dayton, OH        0
## 504                                                  Dayton, OH        0
## 505                                   Richmond - Petersburg, VA      556
## 506                                   Richmond - Petersburg, VA        0
## 507                                   Richmond - Petersburg, VA        0
## 508                                   Richmond - Petersburg, VA        0
## 509                                   Richmond - Petersburg, VA        0
## 510                       Champaign - Springfield - Decatur, IL      648
## 511                       Champaign - Springfield - Decatur, IL        0
## 512                       Champaign - Springfield - Decatur, IL        0
## 513                                    South Bend - Elkhart, IN      588
## 514                                    South Bend - Elkhart, IN        0
## 515                                     Roanoke - Lynchburg, VA      573
## 516                                     Roanoke - Lynchburg, VA        0
## 517                                     Roanoke - Lynchburg, VA        0
## 518                                     Roanoke - Lynchburg, VA        0
## 519                              Flint - Saginaw - Bay City, MI      513
## 520                              Flint - Saginaw - Bay City, MI        0
## 521                              Flint - Saginaw - Bay City, MI        0
## 522                              Flint - Saginaw - Bay City, MI        0
## 523                                                Syracuse, NY      555
## 524                                                Syracuse, NY        0
## 525                                                Syracuse, NY        0
## 526                                                Syracuse, NY      555
## 527                                              Cincinnati, OH      515
## 528                                              Cincinnati, OH        0
## 529                                              Cincinnati, OH        0
## 530                                              Cincinnati, OH        0
## 531                                 Wilkes Barre - Scranton, PA      577
## 532                                 Wilkes Barre - Scranton, PA        0
## 533                                 Wilkes Barre - Scranton, PA        0
## 534                                 Wilkes Barre - Scranton, PA        0
## 535                                                Columbus, OH      535
## 536                                                Columbus, OH        0
## 537                                                Columbus, OH        0
## 538                           West Palm Beach - Fort Pierce, FL      548
## 539                           West Palm Beach - Fort Pierce, FL        0
## 540                           West Palm Beach - Fort Pierce, FL        0
## 541                           West Palm Beach - Fort Pierce, FL        0
## 542                                                    Savannah      507
## 543                                                    Savannah      507
## 544                                                    Savannah      507
## 545                                                    Savannah        0
## 546                           Tallahassee, FL - Thomasville, GA      530
## 547                           Tallahassee, FL - Thomasville, GA        0
## 548                           Tallahassee, FL - Thomasville, GA        0
## 549                           Tallahassee, FL - Thomasville, GA        0
## 550                           Tallahassee, FL - Thomasville, GA        0
## 551                                Traverse City - Cadillac, MI      540
## 552                                Traverse City - Cadillac, MI        0
## 553                                Traverse City - Cadillac, MI        0
## 554                             Wheeling, WV - Steubenville, OH      554
## 555                             Wheeling, WV - Steubenville, OH        0
## 556                             Wheeling, WV - Steubenville, OH        0
## 557                                                Columbus, OH      535
## 558                                                Columbus, OH        0
## 559                                                Columbus, OH        0
## 560                                              Birmingham, AL      630
## 561                                              Birmingham, AL        0
## 562                                              Birmingham, AL        0
## 563                                              Birmingham, AL        0
## 564                                             Chattanooga, TN      575
## 565                                             Chattanooga, TN        0
## 566                                             Chattanooga, TN        0
## 567                                                Syracuse, NY      555
## 568                                                Syracuse, NY        0
## 569                                                Syracuse, NY        0
## 570                           West Palm Beach - Fort Pierce, FL      548
## 571                           West Palm Beach - Fort Pierce, FL        0
## 572                           West Palm Beach - Fort Pierce, FL        0
## 573                     Norfolk - Portsmouth - Newport News, VA      544
## 574                     Norfolk - Portsmouth - Newport News, VA        0
## 575                     Norfolk - Portsmouth - Newport News, VA        0
## 576                     Norfolk - Portsmouth - Newport News, VA        0
## 577                           Tallahassee, FL - Thomasville, GA      530
## 578                           Tallahassee, FL - Thomasville, GA        0
## 579                           Tallahassee, FL - Thomasville, GA        0
## 580                                             Minneapolis, MN      613
## 581                                             Minneapolis, MN        0
## 582                                             Minneapolis, MN        0
## 583                                             Minneapolis, MN        0
## 584                                               Rochester, NY      538
## 585                                               Rochester, NY        0
## 586                                               Rochester, NY        0
## 587                                               Rochester, NY        0
## 588                                               Baltimore, MD      512
## 589                                               Baltimore, MD        0
## 590                                               Baltimore, MD        0
## 591                                               Baltimore, MD        0
## 592                                                 Buffalo, NY      514
## 593                                                 Buffalo, NY        0
## 594                                                 Buffalo, NY        0
## 595                                               Nashville, TN      659
## 596                                               Nashville, TN        0
## 597                                               Nashville, TN        0
## 598                                 Charleston - Huntington, WV      564
## 599                                 Charleston - Huntington, WV        0
## 600                                 Charleston - Huntington, WV        0
## 601                                               Milwaukee, WI      617
## 602                                               Milwaukee, WI        0
## 603                                               Milwaukee, WI        0
## 604                           West Palm Beach - Fort Pierce, FL      548
## 605                           West Palm Beach - Fort Pierce, FL        0
## 606                           West Palm Beach - Fort Pierce, FL        0
## 607                                                Columbus, OH      535
## 608                                                Columbus, OH        0
## 609                                                Columbus, OH        0
## 610                                 Florence - Myrtle Beach, SC      570
## 611                                 Florence - Myrtle Beach, SC        0
## 612                                 Florence - Myrtle Beach, SC        0
## 613                                 Florence - Myrtle Beach, SC        0
## 614                 Grand Rapids - Kalamazoo - Battle Creek, MI      563
## 615                 Grand Rapids - Kalamazoo - Battle Creek, MI        0
## 616                 Grand Rapids - Kalamazoo - Battle Creek, MI        0
## 617                 Greensboro - High Point - Winston Salem, NC      518
## 618                 Greensboro - High Point - Winston Salem, NC        0
## 619                 Greensboro - High Point - Winston Salem, NC        0
## 620                 Greensboro - High Point - Winston Salem, NC        0
## 621                                  Greenville-N.Bern-Washngtn      545
## 622                                  Greenville-N.Bern-Washngtn        0
## 623                                  Greenville-N.Bern-Washngtn        0
## 624                                  Greenville-N.Bern-Washngtn        0
## 625                                             Gainesville, FL      592
## 626                                               Nashville, TN      659
## 627                                               Nashville, TN        0
## 628                                               Nashville, TN        0
##             DMA_Short DMA_Rank Station_Status
## 1          Wichita_KS       72            O&O
## 2          Wichita_KS       72            O&O
## 3          Wichita_KS       72            O&O
## 4          Wichita_KS       72            O&O
## 5          Wichita_KS       72            O&O
## 6          Wichita_KS       72            O&O
## 7      San Antonio_TX       31            O&O
## 8      San Antonio_TX       31            O&O
## 9      San Antonio_TX       31            O&O
## 10          Eureka_CA      197            O&O
## 11          Eureka_CA      197            O&O
## 12          Eureka_CA      197            O&O
## 13        Portland_OR       22            O&O
## 14        Portland_OR       22            O&O
## 15        Portland_OR       22            O&O
## 16        Portland_OR       22            O&O
## 17     Little Rock_AR       62            O&O
## 18     Little Rock_AR       62            O&O
## 19     Little Rock_AR       62            O&O
## 20     Little Rock_AR       62            O&O
## 21     Bakersfield_CA      125            O&O
## 22     Bakersfield_CA      125            O&O
## 23     Bakersfield_CA      125            O&O
## 24     Bakersfield_CA      125            O&O
## 25     Bakersfield_CA      125            O&O
## 26     Bakersfield_CA      125            O&O
## 27     Bakersfield_CA      125            O&O
## 28     Bakersfield_CA      125            O&O
## 29           Boise_ID      102            O&O
## 30           Boise_ID      102            O&O
## 31           Boise_ID      102            O&O
## 32        Beaumont_TX      143            JSA
## 33        Beaumont_TX      143            JSA
## 34        Beaumont_TX      143            JSA
## 35        Beaumont_TX      143            JSA
## 36        Beaumont_TX      143               
## 37      Sioux City_IA      148            O&O
## 38      Sioux City_IA      148            O&O
## 39      Sioux City_IA      148            O&O
## 40      Sioux City_IA      148            O&O
## 41          Eureka_CA      197            JSA
## 42          Eureka_CA      197            JSA
## 43          Eureka_CA      197            JSA
## 44          Eureka_CA      197            JSA
## 45          Eugene_OR      117            O&O
## 46          Eugene_OR      117            O&O
## 47          Eugene_OR      117            O&O
## 48        Missoula_MT      163            O&O
## 49        Missoula_MT      163            O&O
## 50        Missoula_MT      163            O&O
## 51           Chico_CA      131            JSA
## 52           Chico_CA      131            JSA
## 53           Chico_CA      131            JSA
## 54           Chico_CA      131            JSA
## 55           Chico_CA      131               
## 56         El Paso_TX       93            O&O
## 57         El Paso_TX       93            O&O
## 58         El Paso_TX       93            O&O
## 59         Bozeman_MT      186            O&O
## 60         Bozeman_MT      186            O&O
## 61         Bozeman_MT      186            O&O
## 62       St. Louis_MO       23            O&O
## 63       St. Louis_MO       23            O&O
## 64       St. Louis_MO       23            O&O
## 65       St. Louis_MO       23            O&O
## 66      Des Moines_IA       68            O&O
## 67      Des Moines_IA       68            O&O
## 68      Des Moines_IA       68            O&O
## 69      Des Moines_IA       68            O&O
## 70          Eureka_CA      197            O&O
## 71          Eureka_CA      197            O&O
## 72        Missoula_MT      163            O&O
## 73        Missoula_MT      163            O&O
## 74        Missoula_MT      163            O&O
## 75  Salt Lake City_UT       30            JSA
## 76          Yakima_WA      118            O&O
## 77          Yakima_WA      118            O&O
## 78          Yakima_WA      118            O&O
## 79          Eureka_CA      197            O&O
## 80          Austin_TX       40            O&O
## 81          Austin_TX       40            O&O
## 82        Beaumont_TX      143            O&O
## 83        Beaumont_TX      143            O&O
## 84        Beaumont_TX      143            O&O
## 85         El Paso_TX       93            O&O
## 86         El Paso_TX       93            O&O
## 87         El Paso_TX       93            O&O
## 88         El Paso_TX       93            O&O
## 89          Fresno_CA       55            O&O
## 90          Fresno_CA       55            O&O
## 91          Fresno_CA       55            O&O
## 92          Fresno_CA       55            O&O
## 93    Cedar Rapids_IA       90            OSA
## 94    Cedar Rapids_IA       90            OSA
## 95    Cedar Rapids_IA       90            OSA
## 96    Cedar Rapids_IA       90            OSA
## 97         Lincoln_NE      107            O&O
## 98    Cedar Rapids_IA       90            O&O
## 99    Cedar Rapids_IA       90            O&O
## 100   Cedar Rapids_IA       90            O&O
## 101   Cedar Rapids_IA       90            O&O
## 102      Harlingen_TX       83            O&O
## 103      Harlingen_TX       83            O&O
## 104      Harlingen_TX       83            O&O
## 105        Lincoln_NE      107            O&O
## 106        Lincoln_NE      107            O&O
## 107        Lincoln_NE      107            O&O
## 108        Lincoln_NE      107            O&O
## 109        Lincoln_NE      107            O&O
## 110        Lincoln_NE      107            O&O
## 111        Lincoln_NE      107            O&O
## 112        Lincoln_NE      107            O&O
## 113         Quincy_IL      174            O&O
## 114         Quincy_IL      174            O&O
## 115         Quincy_IL      174            O&O
## 116         Yakima_WA      118            O&O
## 117         Yakima_WA      118            O&O
## 118         Yakima_WA      118            O&O
## 119 Salt Lake City_UT       30            O&O
## 120 Salt Lake City_UT       30            O&O
## 121 Salt Lake City_UT       30            O&O
## 122 Salt Lake City_UT       30            O&O
## 123          Chico_CA      131            O&O
## 124          Chico_CA      131            O&O
## 125        Spokane_WA       70            O&O
## 126        Spokane_WA       70            O&O
## 127        Spokane_WA       70            O&O
## 128         Eugene_OR      117            JSA
## 129         Eugene_OR      117            JSA
## 130         Eugene_OR      117            JSA
## 131     Sioux City_IA      148            JSA
## 132     Sioux City_IA      148            JSA
## 133     Sioux City_IA      148            JSA
## 134         Fresno_CA       55            O&O
## 135         Fresno_CA       55            O&O
## 136         Fresno_CA       55            O&O
## 137         Fresno_CA       55            O&O
## 138         Fresno_CA       55            O&O
## 139         Fresno_CA       55            O&O
## 140         Fresno_CA       55            O&O
## 141         Fresno_CA       55            O&O
## 142         Eugene_OR      117            JSA
## 143         Eugene_OR      117            JSA
## 144         Eugene_OR      117            JSA
## 145        Wichita_KS       72            LMA
## 146        Wichita_KS       72            LMA
## 147        Wichita_KS       72            LMA
## 148        Wichita_KS       72            LMA
## 149    San Antonio_TX       31            JSA
## 150    San Antonio_TX       31            JSA
## 151    San Antonio_TX       31            JSA
## 152 Salt Lake City_UT       30            O&O
## 153 Salt Lake City_UT       30            O&O
## 154           Reno_NV      104            LMA
## 155           Reno_NV      104            LMA
## 156           Reno_NV      104            LMA
## 157  Oklahoma City_OK       43            O&O
## 158  Oklahoma City_OK       43            O&O
## 159  Oklahoma City_OK       43            O&O
## 160        Wichita_KS       72            O&O
## 161        Wichita_KS       72            O&O
## 162        Wichita_KS       72            O&O
## 163  Oklahoma City_OK       43            O&O
## 164  Oklahoma City_OK       43            O&O
## 165  Oklahoma City_OK       43            O&O
## 166        Seattle_WA       13            O&O
## 167        Seattle_WA       13            O&O
## 168        Seattle_WA       13            O&O
## 169         Yakima_WA      118            O&O
## 170         Yakima_WA      118            O&O
## 171         Yakima_WA      118            O&O
## 172         Yakima_WA      118            O&O
## 173         Eugene_OR      117            O&O
## 174         Eugene_OR      117            O&O
## 175         Eugene_OR      117            O&O
## 176     Sioux City_IA      148            O&O
## 177     Sioux City_IA      148            O&O
## 178     Sioux City_IA      148            O&O
## 179     Sioux City_IA      148            O&O
## 180          Omaha_NE       71            O&O
## 181          Omaha_NE       71            O&O
## 182          Omaha_NE       71            O&O
## 183     Sioux City_IA      148            O&O
## 184     Sioux City_IA      148            O&O
## 185     Sioux City_IA      148            O&O
## 186     Sioux City_IA      148            O&O
## 187       Columbia_MO      137            O&O
## 188       Columbia_MO      137            O&O
## 189       Columbia_MO      137            O&O
## 190       Columbia_MO      137            O&O
## 191          Chico_CA      131            O&O
## 192          Chico_CA      131            O&O
## 193          Chico_CA      131            O&O
## 194          Chico_CA      131            O&O
## 195           Reno_NV      104            JSA
## 196           Reno_NV      104            JSA
## 197           Reno_NV      104            JSA
## 198          Chico_CA      131            O&O
## 199          Chico_CA      131            O&O
## 200          Chico_CA      131            O&O
## 201           Reno_NV      104            O&O
## 202           Reno_NV      104            O&O
## 203           Reno_NV      104            O&O
## 204        Wichita_KS       72            O&O
## 205        Wichita_KS       72            O&O
## 206        Wichita_KS       72            O&O
## 207        Wichita_KS       72            O&O
## 208        Wichita_KS       72            O&O
## 209        Wichita_KS       72            O&O
## 210 Corpus Christi_TX      128            O&O
## 211 Corpus Christi_TX      128            O&O
## 212 Corpus Christi_TX      128            O&O
## 213      Las Vegas_NV       39            O&O
## 214      Las Vegas_NV       39            O&O
## 215      Las Vegas_NV       39            O&O
## 216      Las Vegas_NV       39            O&O
## 217         Eugene_OR      117            JSA
## 218         Eugene_OR      117            JSA
## 219         Eugene_OR      117            JSA
## 220        Abilene_TX      164            O&O
## 221 Corpus Christi_TX      128            O&O
## 222          Tulsa_OK       58            O&O
## 223          Tulsa_OK       58            O&O
## 224          Tulsa_OK       58            O&O
## 225          Tulsa_OK       58            O&O
## 226        Medford_OR      135            O&O
## 227        Medford_OR      135            O&O
## 228        Medford_OR      135            O&O
## 229        Medford_OR      135            O&O
## 230        Bozeman_MT      186            O&O
## 231        Bozeman_MT      186            O&O
## 232        Bozeman_MT      186            O&O
## 233        Ottumwa_IA      201            O&O
## 234        Ottumwa_IA      201            O&O
## 235        Ottumwa_IA      201            O&O
## 236     San Angelo_TX      195            O&O
## 237     San Angelo_TX      195            O&O
## 238     San Angelo_TX      195            O&O
## 239        Abilene_TX      164            O&O
## 240        Abilene_TX      164            O&O
## 241        Abilene_TX      164            O&O
## 242          Chico_CA      131            O&O
## 243       Portland_OR       22            O&O
## 244       Portland_OR       22            O&O
## 245       Portland_OR       22            O&O
## 246       Portland_OR       22            O&O
## 247       Portland_OR       22            O&O
## 248       Portland_OR       22            O&O
## 249        Seattle_WA       13            O&O
## 250        Seattle_WA       13            O&O
## 251        Seattle_WA       13            O&O
## 252         Yakima_WA      118            O&O
## 253         Yakima_WA      118            O&O
## 254         Yakima_WA      118            O&O
## 255         Yakima_WA      118            O&O
## 256 Salt Lake City_UT       30            O&O
## 257 Salt Lake City_UT       30            O&O
## 258         Eugene_OR      117            O&O
## 259         Eugene_OR      117            O&O
## 260         Eugene_OR      117            O&O
## 261      Las Vegas_NV       39            O&O
## 262      Las Vegas_NV       39            O&O
## 263      Las Vegas_NV       39            O&O
## 264      Las Vegas_NV       39            O&O
## 265      Las Vegas_NV        0               
## 266       Amarillo_TX      132            O&O
## 267       Amarillo_TX      132            O&O
## 268       Amarillo_TX      132            O&O
## 269       Amarillo_TX      132            O&O
## 270       Amarillo_TX      132            O&O
## 271       Amarillo_TX      132            O&O
## 272       Amarillo_TX      132            O&O
## 273       Amarillo_TX      132            O&O
## 274         Yakima_WA      118            O&O
## 275         Yakima_WA      118            O&O
## 276         Yakima_WA      118            O&O
## 277         Yakima_WA      118            O&O
## 278        Lincoln_NE      107            O&O
## 279        Lincoln_NE      107            O&O
## 280        Lincoln_NE      107            O&O
## 281        Lincoln_NE      107            O&O
## 282 Corpus Christi_TX      128            O&O
## 283          Omaha_NE       71            LMA
## 284          Omaha_NE       71            LMA
## 285          Omaha_NE       71            LMA
## 286          Omaha_NE       71            LMA
## 287          Boise_ID      102            O&O
## 288          Boise_ID      102            O&O
## 289          Boise_ID      102            O&O
## 290          Boise_ID      102            O&O
## 291          Boise_ID      102               
## 292     Birmingham_AL       44            O&O
## 293     Birmingham_AL       44            O&O
## 294     Birmingham_AL       44            O&O
## 295     Birmingham_AL       44            O&O
## 296       Columbia_SC       75            O&O
## 297       Columbia_SC       75            O&O
## 298       Columbia_SC       75            O&O
## 299       Columbia_SC       75            O&O
## 300      Baltimore_MD       26            O&O
## 301      Baltimore_MD       26            O&O
## 302      Baltimore_MD       26            O&O
## 303      Baltimore_MD       26            O&O
## 304     Birmingham_AL       44            O&O
## 305     Birmingham_AL       44            O&O
## 306     Birmingham_AL       44            O&O
## 307     Birmingham_AL       44            O&O
## 308          Flint_MI       77            JSA
## 309          Flint_MI       77            JSA
## 310          Flint_MI       77            JSA
## 311      Champaign_IL       88            JSA
## 312      Champaign_IL       88            JSA
## 313      Champaign_IL       88            JSA
## 314      Champaign_IL       88            JSA
## 315      Champaign_IL       88            JSA
## 316      Champaign_IL       88            JSA
## 317     Charleston_WV       74            O&O
## 318     Charleston_WV       74            O&O
## 319     Charleston_WV       74            O&O
## 320     Charleston_WV       74            O&O
## 321     Charleston_SC       91            O&O
## 322     Charleston_SC       91            O&O
## 323     Charleston_SC       91            O&O
## 324     Charleston_SC       91            O&O
## 325        Eastern_NC      100            O&O
## 326        Eastern_NC      100            O&O
## 327        Eastern_NC      100            O&O
## 328        Eastern_NC      100            O&O
## 329      Green Bay_WI       67            O&O
## 330      Green Bay_WI       67            O&O
## 331      Green Bay_WI       67            O&O
## 332      Green Bay_WI       67            O&O
## 333      Green Bay_WI       67            O&O
## 334         Albany_NY       59            O&O
## 335         Albany_NY       59            O&O
## 336         Albany_NY       59            O&O
## 337         Albany_NY       59            O&O
## 338     Tri-Cities_TN       99            O&O
## 339     Tri-Cities_TN       99            O&O
## 340     Tri-Cities_TN       99            O&O
## 341     Birmingham_AL       44            LMA
## 342     Birmingham_AL       44            LMA
## 343     Birmingham_AL       44            LMA
## 344         Mobile_AL       57            O&O
## 345         Mobile_AL       57            O&O
## 346         Mobile_AL       57            O&O
## 347     Tri-Cities_TN       99            JSA
## 348     Tri-Cities_TN       99            JSA
## 349     Tri-Cities_TN       99            JSA
## 350     Tri-Cities_TN       99            JSA
## 351          Flint_MI       77            JSA
## 352          Flint_MI       77            JSA
## 353          Flint_MI       77            JSA
## 354          Flint_MI       77            JSA
## 355         Mobile_AL       57            O&O
## 356         Mobile_AL       57            O&O
## 357         Mobile_AL       57            O&O
## 358    Chattanooga_TN       92            JSA
## 359    Chattanooga_TN       92            JSA
## 360    Chattanooga_TN       92            JSA
## 361    Chattanooga_TN       92            JSA
## 362         Albany_GA      154            O&O
## 363         Albany_GA      154            O&O
## 364         Albany_GA      154            O&O
## 365         Albany_GA      154            O&O
## 366    Gainesville_FL      156            MSA
## 367    Gainesville_FL      156            MSA
## 368    Gainesville_FL      156            MSA
## 369       Portland_ME       79            O&O
## 370       Portland_ME       79            O&O
## 371       Portland_ME       79            O&O
## 372  Traverse City_MI      121            JSA
## 373  Traverse City_MI      121            JSA
## 374  Traverse City_MI      121            JSA
## 375  Traverse City_MI      121            JSA
## 376  Traverse City_MI      121            JSA
## 377          Macon_GA      119            O&O
## 378          Macon_GA      119            O&O
## 379          Macon_GA      119            O&O
## 380      Rochester_NY       76            JSA
## 381      Rochester_NY       76            JSA
## 382      Rochester_NY       76            JSA
## 383         Peoria_IL      120        O&O/OSA
## 384     Harrisburg_PA       47            O&O
## 385     Harrisburg_PA       47            O&O
## 386     Harrisburg_PA       47            O&O
## 387     Harrisburg_PA       47            O&O
## 388      Champaign_IL       88            O&O
## 389      Champaign_IL       88            O&O
## 390      Champaign_IL       88            O&O
## 391      Champaign_IL       88            O&O
## 392      Champaign_IL       88            O&O
## 393      Champaign_IL       88            O&O
## 394      Champaign_IL       88            O&O
## 395      Champaign_IL       88            O&O
## 396      Johnstown_PA      106            O&O
## 397      Johnstown_PA      106            O&O
## 398      Johnstown_PA      106            O&O
## 399      Johnstown_PA      106            O&O
## 400     Providence_RI       56            O&O
## 401     Providence_RI       56            O&O
## 402     Providence_RI       56            O&O
## 403     Providence_RI       56            O&O
## 404     Washington_DC        7            O&O
## 405     Washington_DC        7            O&O
## 406     Washington_DC        7            O&O
## 407     Washington_DC        7            O&O
## 408         Mobile_AL       57            JSA
## 409         Mobile_AL       57            JSA
## 410         Mobile_AL       57            JSA
## 411         Dayton_OH       63            O&O
## 412         Dayton_OH       63            O&O
## 413         Dayton_OH       63            O&O
## 414         Dayton_OH       63            O&O
## 415     Cincinnati_OH       37            O&O
## 416     Cincinnati_OH       37            O&O
## 417     Cincinnati_OH       37            O&O
## 418 Raleigh-Durham_NC       27            O&O
## 419 Raleigh-Durham_NC       27            O&O
## 420 Raleigh-Durham_NC       27            O&O
## 421 Raleigh-Durham_NC       27            O&O
## 422     Greenville_SC       38            O&O
## 423     Greenville_SC       38            O&O
## 424     Greenville_SC       38            O&O
## 425     Greenville_SC       38            O&O
## 426      Green Bay_WI       67            O&O
## 427      Green Bay_WI       67            O&O
## 428      Green Bay_WI       67            O&O
## 429        Madison_WI       81            O&O
## 430        Madison_WI       81            O&O
## 431        Madison_WI       81            O&O
## 432        Madison_WI       81            O&O
## 433     Greenville_SC       38            LMA
## 434     Greenville_SC       38            LMA
## 435     Greenville_SC       38            LMA
## 436     Greenville_SC       38            LMA
## 437     Greenville_SC       38               
## 438     Greensboro_NC       49            O&O
## 439     Greensboro_NC       49            O&O
## 440     Greensboro_NC       49            O&O
## 441      Nashville_TN       28            OSA
## 442      Nashville_TN       28            OSA
## 443      Nashville_TN       28            OSA
## 444      Nashville_TN       28            OSA
## 445    Gainesville_FL      156            MSA
## 446    Gainesville_FL      156            MSA
## 447    Gainesville_FL      156            MSA
## 448    Gainesville_FL      156            MSA
## 449      Baltimore_MD       26            LMA
## 450      Baltimore_MD       26            LMA
## 451      Baltimore_MD       26            LMA
## 452      Baltimore_MD       26            LMA
## 453         Toledo_OH       80            O&O
## 454         Toledo_OH       80            O&O
## 455         Toledo_OH       80            O&O
## 456         Toledo_OH       80            O&O
## 457        Buffalo_NY       52            O&O
## 458        Buffalo_NY       52            O&O
## 459        Buffalo_NY       52            O&O
## 460        Buffalo_NY       52            O&O
## 461    San Antonio_TX       31            O&O
## 462    San Antonio_TX       31            O&O
## 463    San Antonio_TX       31            O&O
## 464   Wilkes Barre_PA       60            MSA
## 465   Wilkes Barre_PA       60            MSA
## 466   Wilkes Barre_PA       60            MSA
## 467  Traverse City_MI      121            O&O
## 468  Traverse City_MI      121            O&O
## 469  Traverse City_MI      121            O&O
## 470   Myrtle Beach_SC       97            O&O
## 471   Myrtle Beach_SC       97            O&O
## 472   Myrtle Beach_SC       97            O&O
## 473   Myrtle Beach_SC       97            O&O
## 474   Myrtle Beach_SC       97               
## 475      West Palm_FL       36            O&O
## 476      West Palm_FL       36            O&O
## 477      West Palm_FL       36            O&O
## 478       Portland_ME       79            JSA
## 479       Portland_ME       79            JSA
## 480       Portland_ME       79            JSA
## 481       Portland_ME       79            JSA
## 482     Pittsburgh_PA       24            O&O
## 483     Pittsburgh_PA       24            O&O
## 484     Pittsburgh_PA       24            O&O
## 485         Mobile_AL       57            JSA
## 486         Mobile_AL       57            JSA
## 487         Mobile_AL       57            JSA
## 488     Pittsburgh_PA       24            O&O
## 489     Pittsburgh_PA       24            O&O
## 490     Pittsburgh_PA       24            O&O
## 491     Pittsburgh_PA       24            O&O
## 492   Wilkes Barre_PA       60            MSA
## 493   Wilkes Barre_PA       60            MSA
## 494   Wilkes Barre_PA       60            MSA
## 495 Raleigh-Durham_NC       27            O&O
## 496 Raleigh-Durham_NC       27            O&O
## 497 Raleigh-Durham_NC       27            O&O
## 498         Albany_NY       59            O&O
## 499         Albany_NY       59            O&O
## 500         Albany_NY       59            O&O
## 501         Dayton_OH       63            JSA
## 502         Dayton_OH       63            JSA
## 503         Dayton_OH       63            JSA
## 504         Dayton_OH       63            JSA
## 505       Richmond_VA       54            O&O
## 506       Richmond_VA       54            O&O
## 507       Richmond_VA       54            O&O
## 508       Richmond_VA       54            O&O
## 509       Richmond_VA       54               
## 510      Champaign_IL       88            JSA
## 511      Champaign_IL       88            JSA
## 512      Champaign_IL       88            JSA
## 513     South Bend_IN       98            O&O
## 514     South Bend_IN       98            O&O
## 515        Roanoke_VA       69            O&O
## 516        Roanoke_VA       69            O&O
## 517        Roanoke_VA       69            O&O
## 518        Roanoke_VA       69            O&O
## 519          Flint_MI       77            O&O
## 520          Flint_MI       77            O&O
## 521          Flint_MI       77            O&O
## 522          Flint_MI       77            O&O
## 523       Syracuse_NY       87            O&O
## 524       Syracuse_NY       87            O&O
## 525       Syracuse_NY       87            O&O
## 526       Syracuse_NY       87            O&O
## 527     Cincinnati_OH       37            JSA
## 528     Cincinnati_OH       37            JSA
## 529     Cincinnati_OH       37            JSA
## 530     Cincinnati_OH       37            JSA
## 531   Wilkes Barre_PA       60            JSA
## 532   Wilkes Barre_PA       60            JSA
## 533   Wilkes Barre_PA       60            JSA
## 534   Wilkes Barre_PA       60            JSA
## 535       Columbus_OH       34            O&O
## 536       Columbus_OH       34            O&O
## 537       Columbus_OH       34            O&O
## 538      West Palm_FL       36            O&O
## 539      West Palm_FL       36            O&O
## 540      West Palm_FL       36            O&O
## 541      West Palm_FL       36            O&O
## 542       Savannah_GA       89            O&O
## 543       Savannah_GA       89            O&O
## 544       Savannah_GA       89            O&O
## 545       Savannah_GA       89            O&O
## 546    Tallahassee_FL      109            JSA
## 547    Tallahassee_FL      109            JSA
## 548    Tallahassee_FL      109            JSA
## 549    Tallahassee_FL      109            JSA
## 550    Tallahassee_FL      109               
## 551  Traverse City_MI      121            O&O
## 552  Traverse City_MI      121            O&O
## 553  Traverse City_MI      121            O&O
## 554       Wheeling_WV      157            O&O
## 555       Wheeling_WV      157            O&O
## 556       Wheeling_WV      157            O&O
## 557       Columbus_OH       34            LMA
## 558       Columbus_OH       34            LMA
## 559       Columbus_OH       34            LMA
## 560     Birmingham_AL       44            O&O
## 561     Birmingham_AL       44            O&O
## 562     Birmingham_AL       44            O&O
## 563     Birmingham_AL       44            O&O
## 564    Chattanooga_TN       92            O&O
## 565    Chattanooga_TN       92            O&O
## 566    Chattanooga_TN       92            O&O
## 567       Syracuse_NY       87            JSA
## 568       Syracuse_NY       87            JSA
## 569       Syracuse_NY       87            JSA
## 570      West Palm_FL       36            O&O
## 571      West Palm_FL       36            O&O
## 572      West Palm_FL       36            O&O
## 573        Norfolk_VA       42            O&O
## 574        Norfolk_VA       42            O&O
## 575        Norfolk_VA       42            O&O
## 576        Norfolk_VA       42            O&O
## 577    Tallahassee_FL      109            O&O
## 578    Tallahassee_FL      109            O&O
## 579    Tallahassee_FL      109            O&O
## 580    Minneapolis_MN       15            O&O
## 581    Minneapolis_MN       15            O&O
## 582    Minneapolis_MN       15            O&O
## 583    Minneapolis_MN       15            O&O
## 584      Rochester_NY       76            O&O
## 585      Rochester_NY       76            O&O
## 586      Rochester_NY       76            O&O
## 587      Rochester_NY       76            O&O
## 588      Baltimore_MD       26            JSA
## 589      Baltimore_MD       26            JSA
## 590      Baltimore_MD       26            JSA
## 591      Baltimore_MD       26            JSA
## 592        Buffalo_NY       52            O&O
## 593        Buffalo_NY       52            O&O
## 594        Buffalo_NY       52            O&O
## 595      Nashville_TN       28            O&O
## 596      Nashville_TN       28            O&O
## 597      Nashville_TN       28            O&O
## 598     Charleston_WV       74            JSA
## 599     Charleston_WV       74            JSA
## 600     Charleston_WV       74            JSA
## 601      Milwaukee_WI       35            O&O
## 602      Milwaukee_WI       35            O&O
## 603      Milwaukee_WI       35            O&O
## 604      West Palm_FL       36            O&O
## 605      West Palm_FL       36            O&O
## 606      West Palm_FL       36            O&O
## 607       Columbus_OH       34            JSA
## 608       Columbus_OH       34            JSA
## 609       Columbus_OH       34            JSA
## 610   Myrtle Beach_SC       97            LMA
## 611   Myrtle Beach_SC       97            LMA
## 612   Myrtle Beach_SC       97            LMA
## 613   Myrtle Beach_SC       97            LMA
## 614   Grand Rapids_MI       45            O&O
## 615   Grand Rapids_MI       45            O&O
## 616   Grand Rapids_MI       45            O&O
## 617     Greensboro_NC       49            O&O
## 618     Greensboro_NC       49            O&O
## 619     Greensboro_NC       49            O&O
## 620     Greensboro_NC       49            O&O
## 621        Eastern_NC      100            JSA
## 622        Eastern_NC      100            JSA
## 623        Eastern_NC      100            JSA
## 624        Eastern_NC      100            JSA
## 625    Gainesville_FL      156            MSA
## 626      Nashville_TN       28            O&O
## 627      Nashville_TN       28            O&O
## 628      Nashville_TN       28            O&O
##                                                      Station_Address
## 1                           316 North West Street, Wichita, KS 67203
## 2                           316 North West Street, Wichita, KS 67203
## 3                           316 North West Street, Wichita, KS 67203
## 4                           316 North West Street, Wichita, KS 67203
## 5                           316 North West Street, Wichita, KS 67203
## 6                           316 North West Street, Wichita, KS 67203
## 7                            4335 NW Loop 410, San Antonio, TX 78229
## 8                            4335 NW Loop 410, San Antonio, TX 78229
## 9                            4335 NW Loop 410, San Antonio, TX 78229
## 10                                    540 E Street, Eureka, CA 95501
## 11                                                                  
## 12                                                                  
## 13                2153 Northeast Sandy Boulevard, Portland, OR 97232
## 14                2153 Northeast Sandy Boulevard, Portland, OR 97232
## 15                2153 Northeast Sandy Boulevard, Portland, OR 97232
## 16                2153 Northeast Sandy Boulevard, Portland, OR 97232
## 17                      401 South Main Street, Little Rock, AR 72203
## 18                      401 South Main Street, Little Rock, AR 72203
## 19                      401 South Main Street, Little Rock, AR 72203
## 20                      401 South Main Street, Little Rock, AR 72203
## 21                        1901 Westwind Drive, Bakersfield, CA 93301
## 22                        1901 Westwind Drive, Bakersfield, CA 93301
## 23                        1901 Westwind Drive, Bakersfield, CA 93301
## 24                        1901 Westwind Drive, Bakersfield, CA 93301
## 25                        1901 Westwind Drive, Bakersfield, CA 93301
## 26                        1901 Westwind Drive, Bakersfield, CA 93301
## 27                        1901 Westwind Drive, Bakersfield, CA 93301
## 28                        1901 Westwind Drive, Bakersfield, CA 93301
## 29                            140 North 16th Street, Boise, ID 83702
## 30                            140 North 16th Street, Boise, ID 83702
## 31                            140 North 16th Street, Boise, ID 83702
## 32                       2955 Interstate 10, East Beaumont, TX 77702
## 33                       2955 Interstate 10, East Beaumont, TX 77702
## 34                       2955 Interstate 10, East Beaumont, TX 77702
## 35                       2955 Interstate 10, East Beaumont, TX 77702
## 36                                                                  
## 37                           100 Gold Circle, Dakota Dunes, SD 57049
## 38                           100 Gold Circle, Dakota Dunes, SD 57049
## 39                           100 Gold Circle, Dakota Dunes, SD 57049
## 40                           100 Gold Circle, Dakota Dunes, SD 57049
## 41                                    540 E Street, Eureka, CA 95501
## 42                                                                  
## 43                                                                  
## 44                                                                  
## 45                               3451 Broadway, North Bend, OR 97459
## 46                               3451 Broadway, North Bend, OR 97459
## 47                               3451 Broadway, North Bend, OR 97459
## 48                          401 1st Avenue East, Kalispell, MT 59903
## 49                                                                  
## 50                                                                  
## 51                            755 Auditorium Drive Redding, CA 96001
## 52                                                                  
## 53                                                                  
## 54                                                                  
## 55                                                                  
## 56                      200 South Alto Mesa Drive, El Paso, TX 79912
## 57                      200 South Alto Mesa Drive, El Paso, TX 79912
## 58                      200 South Alto Mesa Drive, El Paso, TX 79912
## 59                    201 South Wallace, Suite A5, Bozeman, MT 59715
## 60                                                                  
## 61                                                                  
## 62                           1215 Cole Street, Saint Louis, MO 63106
## 63                           1215 Cole Street, Saint Louis, MO 63106
## 64                           1215 Cole Street, Saint Louis, MO 63106
## 65                           1215 Cole Street, Saint Louis, MO 63106
## 66                            4023 Fleur Drive, Des Moines, IA 50321
## 67                            4023 Fleur Drive, Des Moines, IA 50321
## 68                            4023 Fleur Drive, Des Moines, IA 50321
## 69                            4023 Fleur Drive, Des Moines, IA 50321
## 70                                    540 E Street, Eureka, CA 95501
## 71                                                                  
## 72                          340 West Main Street, Missoula, MT 59802
## 73                                                                  
## 74                                                                  
## 75                               1025 Chilton Circle, Elko, NV 89801
## 76                           2807 West Lewis Street, Pasco, WA 99301
## 77                           2807 West Lewis Street, Pasco, WA 99301
## 78                           2807 West Lewis Street, Pasco, WA 99301
## 79                                    540 E Street, Eureka, CA 95501
## 80                          10700 Metric Boulevard, Austin, TX 78758
## 81                          10700 Metric Boulevard, Austin, TX 78758
## 82                       2955 Interstate 10, East Beaumont, TX 77702
## 83                       2955 Interstate 10, East Beaumont, TX 77702
## 84                       2955 Interstate 10, East Beaumont, TX 77702
## 85                      200 South Alto Mesa Drive, El Paso, TX 79912
## 86                      200 South Alto Mesa Drive, El Paso, TX 79912
## 87                      200 South Alto Mesa Drive, El Paso, TX 79912
## 88                      200 South Alto Mesa Drive, El Paso, TX 79912
## 89                       5111 East McKinley Avenue, Fresno, CA 93727
## 90                       5111 East McKinley Avenue, Fresno, CA 93727
## 91                       5111 East McKinley Avenue, Fresno, CA 93727
## 92                       5111 East McKinley Avenue, Fresno, CA 93727
## 93                    600 Old Marion Road NE, Cedar Rapids, IA 52402
## 94                    600 Old Marion Road NE, Cedar Rapids, IA 52402
## 95                    600 Old Marion Road NE, Cedar Rapids, IA 52402
## 96                    600 Old Marion Road NE, Cedar Rapids, IA 52402
## 97                              707 N 48th Street, Lincoln, NE 68504
## 98                    600 Old Marion Road NE, Cedar Rapids, IA 52402
## 99                    600 Old Marion Road NE, Cedar Rapids, IA 52402
## 100                   600 Old Marion Road NE, Cedar Rapids, IA 52402
## 101                   600 Old Marion Road NE, Cedar Rapids, IA 52402
## 102                     9201 West Expressway 83, Harlingen, TX 78552
## 103                     9201 West Expressway 83, Harlingen, TX 78552
## 104                     9201 West Expressway 83, Harlingen, TX 78552
## 105                                   1078 25 Road, Axtell, NE 68924
## 106                                   1078 25 Road, Axtell, NE 68924
## 107                                   1078 25 Road, Axtell, NE 68924
## 108                                   1078 25 Road, Axtell, NE 68924
## 109                                   1078 25 Road, Axtell, NE 68924
## 110                                   1078 25 Road, Axtell, NE 68924
## 111                                   1078 25 Road, Axtell, NE 68924
## 112                                   1078 25 Road, Axtell, NE 68924
## 113                          301 South 36th Street, Quincy, IL 62301
## 114                          301 South 36th Street, Quincy, IL 62301
## 115                          301 South 36th Street, Quincy, IL 62301
## 116                     2801 Terrace Heights Drive, Yakima, WA 98901
## 117                     2801 Terrace Heights Drive, Yakima, WA 98901
## 118                     2801 Terrace Heights Drive, Yakima, WA 98901
## 119       299 South Main Street, Suite 150, Salt Lake City, UT 84111
## 120       299 South Main Street, Suite 150, Salt Lake City, UT 84111
## 121       299 South Main Street, Suite 150, Salt Lake City, UT 84111
## 122       299 South Main Street, Suite 150, Salt Lake City, UT 84111
## 123                           755 Auditorium Drive, Redding CA 96001
## 124                           755 Auditorium Drive, Redding CA 96001
## 125                             2626 17th Street, Lewiston, ID 83501
## 126                             2626 17th Street, Lewiston, ID 83501
## 127                             2626 17th Street, Lewiston, ID 83501
## 128                  3825 International Court, Springfield, OR 97477
## 129                  3825 International Court, Springfield, OR 97477
## 130                  3825 International Court, Springfield, OR 97477
## 131                          100 Gold Circle, Dakota Dunes, SD 57049
## 132                          100 Gold Circle, Dakota Dunes, SD 57049
## 133                          100 Gold Circle, Dakota Dunes, SD 57049
## 134                      5111 East McKinley Avenue, Fresno, CA 93727
## 135                      5111 East McKinley Avenue, Fresno, CA 93727
## 136                      5111 East McKinley Avenue, Fresno, CA 93727
## 137                      5111 East McKinley Avenue, Fresno, CA 93727
## 138                      5111 East McKinley Avenue, Fresno, CA 93727
## 139                      5111 East McKinley Avenue, Fresno, CA 93727
## 140                      5111 East McKinley Avenue, Fresno, CA 93727
## 141                      5111 East McKinley Avenue, Fresno, CA 93727
## 142                  3825 International Court, Springfield, OR 97477
## 143                  3825 International Court, Springfield, OR 97477
## 144                  3825 International Court, Springfield, OR 97477
## 145                         316 North West Street, Wichita, KS 67203
## 146                         316 North West Street, Wichita, KS 67203
## 147                         316 North West Street, Wichita, KS 67203
## 148                         316 North West Street, Wichita, KS 67203
## 149                          4335 NW Loop 410, San Antonio, TX 78229
## 150                          4335 NW Loop 410, San Antonio, TX 78229
## 151                          4335 NW Loop 410, San Antonio, TX 78229
## 152               31 E. Saint George Boulevard, St. George, UT 84770
## 153               31 E. Saint George Boulevard, St. George, UT 84770
## 154                                   1790 Vassar St, Reno, NV 89502
## 155                                   1790 Vassar St, Reno, NV 89502
## 156                                   1790 Vassar St, Reno, NV 89502
## 157            1228 East Wilshire Boulevard, Oklahoma City, OK 73111
## 158            1228 East Wilshire Boulevard, Oklahoma City, OK 73111
## 159            1228 East Wilshire Boulevard, Oklahoma City, OK 73111
## 160                         316 North West Street, Wichita, KS 67203
## 161                         316 North West Street, Wichita, KS 67203
## 162                         316 North West Street, Wichita, KS 67203
## 163            1228 East Wilshire Boulevard, Oklahoma City, OK 73111
## 164            1228 East Wilshire Boulevard, Oklahoma City, OK 73111
## 165            1228 East Wilshire Boulevard, Oklahoma City, OK 73111
## 166               140 4th Avenue North, Suite 370, Seattle, WA 98109
## 167               140 4th Avenue North, Suite 500, Seattle, WA 98109
## 168               140 4th Avenue North, Suite 500, Seattle, WA 98109
## 169                     2801 Terrace Heights Drive, Yakima, WA 98901
## 170                     2801 Terrace Heights Drive, Yakima, WA 98901
## 171                     2801 Terrace Heights Drive, Yakima, WA 98901
## 172                     2801 Terrace Heights Drive, Yakima, WA 98901
## 173                              655 West Umpqua, Roseburg, OR 97470
## 174                              655 West Umpqua, Roseburg, OR 97470
## 175                              655 West Umpqua, Roseburg, OR 97470
## 176                          100 Gold Circle, Dakota Dunes, SD 57049
## 177                          100 Gold Circle, Dakota Dunes, SD 57049
## 178                          100 Gold Circle, Dakota Dunes, SD 57049
## 179                          100 Gold Circle, Dakota Dunes, SD 57049
## 180                              4625 Farnam Street, Omaha, NE 68132
## 181                              4625 Farnam Street, Omaha, NE 68132
## 182                              4625 Farnam Street, Omaha, NE 68132
## 183                          100 Gold Circle, Dakota Dunes, SD 57049
## 184                          100 Gold Circle, Dakota Dunes, SD 57049
## 185                          100 Gold Circle, Dakota Dunes, SD 57049
## 186                          100 Gold Circle, Dakota Dunes, SD 57049
## 187             10188 Old Highway 54 North, New Bloomfield, MO 65063
## 188             10188 Old Highway 54 North, New Bloomfield, MO 65063
## 189             10188 Old Highway 54 North, New Bloomfield, MO 65063
## 190             10188 Old Highway 54 North, New Bloomfield, MO 65063
## 191                          755 Auditorium Drive, Redding, CA 96001
## 192                                                                 
## 193                                                                 
## 194                                                                 
## 195                               1790 Vassar Street, Reno, NV 89502
## 196                               1790 Vassar Street, Reno, NV 89502
## 197                               1790 Vassar Street, Reno, NV 89502
## 198                           755 Auditorium Drive Redding, CA 96001
## 199                                                                 
## 200                                                                 
## 201                                   1790 Vassar St, Reno, NV 89502
## 202                                   1790 Vassar St, Reno, NV 89502
## 203                                   1790 Vassar St, Reno, NV 89502
## 204                         316 North West Street, Wichita, KS 67203
## 205                         316 North West Street, Wichita, KS 67203
## 206                         316 North West Street, Wichita, KS 67203
## 207                         316 North West Street, Wichita, KS 67203
## 208                         316 North West Street, Wichita, KS 67203
## 209                         316 North West Street, Wichita, KS 67203
## 210 4455 South Padre Island Drive Suite 38, Corpus Christi, TX 78411
## 211 4455 South Padre Island Drive Suite 38, Corpus Christi, TX 78411
## 212 4455 South Padre Island Drive Suite 38, Corpus Christi, TX 78411
## 213                        1500 Foremaster Lane, Las Vegas, NV 89101
## 214                        1500 Foremaster Lane, Las Vegas, NV 89101
## 215                        1500 Foremaster Lane, Las Vegas, NV 89101
## 216                        1500 Foremaster Lane, Las Vegas, NV 89101
## 217                415 South East Jackson Street, Roseburg, OR 97470
## 218                415 South East Jackson Street, Roseburg, OR 97470
## 219                415 South East Jackson Street, Roseburg, OR 97470
## 220                                                                 
## 221 4455 South Padre Island Drive Suite 38, Corpus Christi, TX 78411
## 222                     3333 South 29th West Avenue, Tulsa, OK 74107
## 223                     3333 South 29th West Avenue, Tulsa, OK 74107
## 224                     3333 South 29th West Avenue, Tulsa, OK 74107
## 225                     3333 South 29th West Avenue, Tulsa, OK 74107
## 226                          1440 Rossanley Drive, Medford, OR 97501
## 227                          1440 Rossanley Drive, Medford, OR 97501
## 228                          1440 Rossanley Drive, Medford, OR 97501
## 229                          1440 Rossanley Drive, Medford, OR 97501
## 230                             750 Dewey Boulevard, Butte, MT 59701
## 231                                                                 
## 232                                                                 
## 233                    15518 US-63, PO Box 949, Kirksville, MO 63501
## 234                    15518 US-63, PO Box 949, Kirksville, MO 63501
## 235                    15518 US-63, PO Box 949, Kirksville, MO 63501
## 236                 17 S Chadbourne, Suite 502, San Angelo, TX 76903
## 237                                                                 
## 238                                                                 
## 239                           4420 N Clack Street, Abilene, TX 79601
## 240                                                                 
## 241                                                                 
## 242                           755 Auditorium Drive Redding, CA 96001
## 243               2153 Northeast Sandy Boulevard, Portland, OR 97232
## 244               2153 Northeast Sandy Boulevard, Portland, OR 97232
## 245               2153 Northeast Sandy Boulevard, Portland, OR 97232
## 246               2153 Northeast Sandy Boulevard, Portland, OR 97232
## 247               2153 Northeast Sandy Boulevard, Portland, OR 97232
## 248               2153 Northeast Sandy Boulevard, Portland, OR 97232
## 249               140 4th Avenue North, Suite 370, Seattle, WA 98109
## 250               140 4th Avenue North, Suite 500, Seattle, WA 98109
## 251               140 4th Avenue North, Suite 500, Seattle, WA 98109
## 252                     2801 Terrace Heights Drive, Yakima, WA 98901
## 253                     2801 Terrace Heights Drive, Yakima, WA 98901
## 254                     2801 Terrace Heights Drive, Yakima, WA 98901
## 255                     2801 Terrace Heights Drive, Yakima, WA 98901
## 256       299 South Main Street, Suite 150, Salt Lake City, UT 84111
## 257       299 South Main Street, Suite 150, Salt Lake City, UT 84111
## 258                              4575 Blanton Road, Eugene, OR 97405
## 259                              4575 Blanton Road, Eugene, OR 97405
## 260                              4575 Blanton Road, Eugene, OR 97405
## 261                        1500 Foremaster Lane, Las Vegas, NV 89101
## 262                        1500 Foremaster Lane, Las Vegas, NV 89101
## 263                        1500 Foremaster Lane, Las Vegas, NV 89101
## 264                        1500 Foremaster Lane, Las Vegas, NV 89101
## 265                                                                 
## 266                         One Broadcast Center, Amarillo, TX 79101
## 267                         One Broadcast Center, Amarillo, TX 79101
## 268                         One Broadcast Center, Amarillo, TX 79101
## 269                         One Broadcast Center, Amarillo, TX 79101
## 270                         One Broadcast Center, Amarillo, TX 79101
## 271                         One Broadcast Center, Amarillo, TX 79101
## 272                         One Broadcast Center, Amarillo, TX 79101
## 273                         One Broadcast Center, Amarillo, TX 79101
## 274                          2807 West Lewis Street, Pasco, WA 99301
## 275                          2807 West Lewis Street, Pasco, WA 99301
## 276                          2807 West Lewis Street, Pasco, WA 99301
## 277                          2807 West Lewis Street, Pasco, WA 99301
## 278                                   1078 25 Road, Axtell, NE 68924
## 279                                   1078 25 Road, Axtell, NE 68924
## 280                                   1078 25 Road, Axtell, NE 68924
## 281                                   1078 25 Road, Axtell, NE 68924
## 282 4455 South Padre Island Drive Suite 38, Corpus Christi, TX 78411
## 283                              4625 Farnam Street, Omaha, NE 68132
## 284                              4625 Farnam Street, Omaha, NE 68132
## 285                              4625 Farnam Street, Omaha, NE 68132
## 286                              4625 Farnam Street, Omaha, NE 68132
## 287                           140 North 16th Street, Boise, ID 83702
## 288                           140 North 16th Street, Boise, ID 83702
## 289                           140 North 16th Street, Boise, ID 83702
## 290                           140 North 16th Street, Boise, ID 83702
## 291                                                                 
## 292                    2021 Golden Crest Drive, Birmingham, AL 35209
## 293                    2021 Golden Crest Drive, Birmingham, AL 35209
## 294                    2021 Golden Crest Drive, Birmingham, AL 35209
## 295                    2021 Golden Crest Drive, Birmingham, AL 35209
## 296               1400 Pickens Street, Suite 600, Columbia, SC 29201
## 297               1400 Pickens Street, Suite 600, Columbia, SC 29201
## 298               1400 Pickens Street, Suite 600, Columbia, SC 29201
## 299               1400 Pickens Street, Suite 600, Columbia, SC 29201
## 300                       2000 West 41st Street, Baltimore, MD 21211
## 301                       2000 West 41st Street, Baltimore, MD 21211
## 302                       2000 West 41st Street, Baltimore, MD 21211
## 303                       2000 West 41st Street, Baltimore, MD 21211
## 304           800 Concourse Parkway, Suite 200, Birmingham, AL 35244
## 305           800 Concourse Parkway, Suite 200, Birmingham, AL 35244
## 306           800 Concourse Parkway, Suite 200, Birmingham, AL 35244
## 307           800 Concourse Parkway, Suite 200, Birmingham, AL 35244
## 308                        G-3463 West Pierson Road, Flint, MI 48504
## 309                        G-3463 West Pierson Road, Flint, MI 48504
## 310                        G-3463 West Pierson Road, Flint, MI 48504
## 311            2950 North Water Street, Suite 140, Decatur, IL 62526
## 312            2950 North Water Street, Suite 140, Decatur, IL 62526
## 313            2950 North Water Street, Suite 140, Decatur, IL 62526
## 314                250 South Country Fair Drive, Champaign, IL 61821
## 315                250 South Country Fair Drive, Champaign, IL 61821
## 316                250 South Country Fair Drive, Champaign, IL 61821
## 317                         1301 Piedmont Road, Charleston, WV 25301
## 318                         1301 Piedmont Road, Charleston, WV 25301
## 319                         1301 Piedmont Road, Charleston, WV 25301
## 320                         1301 Piedmont Road, Charleston, WV 25301
## 321               888 Allbritton Boulevard, Mount Pleasant, SC 29464
## 322               888 Allbritton Boulevard, Mount Pleasant, SC 29464
## 323               888 Allbritton Boulevard, Mount Pleasant, SC 29464
## 324               888 Allbritton Boulevard, Mount Pleasant, SC 29464
## 325                         225 Glenburnie Drive, New Bern, NC 28560
## 326                                                                 
## 327                                                                 
## 328                                                                 
## 329                         787 Lombardi Avenue, Green Bay, WI 54304
## 330                         787 Lombardi Avenue, Green Bay, WI 54304
## 331                         787 Lombardi Avenue, Green Bay, WI 54304
## 332                         787 Lombardi Avenue, Green Bay, WI 54304
## 333                                                                 
## 334                        1400 Balltown Road, Schenectady, NY 12309
## 335                        1400 Balltown Road, Schenectady, NY 12309
## 336                        1400 Balltown Road, Schenectady, NY 12309
## 337                        1400 Balltown Road, Schenectady, NY 12309
## 338                                101 Lee Street, Bristol, VA 24201
## 339                                                                 
## 340                                                                 
## 341        651 Beacon Parkway, West, Suite 105, Birmingham, AL 35209
## 342        651 Beacon Parkway, West, Suite 105, Birmingham, AL 35209
## 343        651 Beacon Parkway, West, Suite 105, Birmingham, AL 35209
## 344                         4990 Mobile Highway, Pensacola, FL 32506
## 345                         4990 Mobile Highway, Pensacola, FL 32506
## 346                         4990 Mobile Highway, Pensacola, FL 32506
## 347                                101 Lee Street, Bristol, VA 24201
## 348                                                                 
## 349                                                                 
## 350                                                                 
## 351                        G-3463 West Pierson Road, Flint, MI 48504
## 352                        G-3463 West Pierson Road, Flint, MI 48504
## 353                        G-3463 West Pierson Road, Flint, MI 48504
## 354                        G-3463 West Pierson Road, Flint, MI 48504
## 355                         4990 Mobile Highway, Pensacola, FL 32506
## 356                         4990 Mobile Highway, Pensacola, FL 32506
## 357                         4990 Mobile Highway, Pensacola, FL 32506
## 358                     1101 East Main Street, Chattanooga, TN 37408
## 359                     1101 East Main Street, Chattanooga, TN 37408
## 360                     1101 East Main Street, Chattanooga, TN 37408
## 361                     1101 East Main Street, Chattanooga, TN 37408
## 362                             1201 Stuart Avenue, Albany, GA 31706
## 363                             1201 Stuart Avenue, Albany, GA 31706
## 364                             1201 Stuart Avenue, Albany, GA 31706
## 365                             1201 Stuart Avenue, Albany, GA 31706
## 366             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 367             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 368             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 369                           81 Northport Drive, Portland, ME 04103
## 370                           81 Northport Drive, Portland, ME 04103
## 371                           81 Northport Drive, Portland, ME 04103
## 372                               8513 M-72, Traverse City, MI 49684
## 373                               8513 M-72, Traverse City, MI 49684
## 374                               8513 M-72, Traverse City, MI 49684
## 375                               8513 M-72, Traverse City, MI 49684
## 376                               8513 M-72, Traverse City, MI 49684
## 377            599 Martin Luther King Jr. Boulevard, Macon, GA 31201
## 378            599 Martin Luther King Jr. Boulevard, Macon, GA 31201
## 379            599 Martin Luther King Jr. Boulevard, Macon, GA 31201
## 380                    4225 West Henrietta Road, Rochester, NY 14623
## 381                    4225 West Henrietta Road, Rochester, NY 14623
## 382                    4225 West Henrietta Road, Rochester, NY 14623
## 383                     2907 Springfield Road, East Peoria, IL 61611
## 384                    3300 North Sixth Street, Harrisburg, PA 17110
## 385                    3300 North Sixth Street, Harrisburg, PA 17110
## 386                    3300 North Sixth Street, Harrisburg, PA 17110
## 387                    3300 North Sixth Street, Harrisburg, PA 17110
## 388                250 South Country Fair Drive, Champaign, IL 61821
## 389                250 South Country Fair Drive, Champaign, IL 61821
## 390                250 South Country Fair Drive, Champaign, IL 61821
## 391                250 South Country Fair Drive, Champaign, IL 61821
## 392                     2680 East Cook Street, Springfield, IL 62703
## 393                     2680 East Cook Street, Springfield, IL 62703
## 394                     2680 East Cook Street, Springfield, IL 62703
## 395                     2680 East Cook Street, Springfield, IL 62703
## 396                         49 Old Hickory Lane, Johnstown, PA 15905
## 397                         49 Old Hickory Lane, Johnstown, PA 15905
## 398                         49 Old Hickory Lane, Johnstown, PA 15905
## 399                         49 Old Hickory Lane, Johnstown, PA 15905
## 400                              23 Kenney Drive, Cranston, RI 02920
## 401                              23 Kenney Drive, Cranston, RI 02920
## 402                              23 Kenney Drive, Cranston, RI 02920
## 403                              23 Kenney Drive, Cranston, RI 02920
## 404            1100 Wilson Boulevard, 6th Floor, Arlington, VA 22209
## 405            1100 Wilson Boulevard, 6th Floor, Arlington, VA 22209
## 406            1100 Wilson Boulevard, 6th Floor, Arlington, VA 22209
## 407            1100 Wilson Boulevard, 6th Floor, Arlington, VA 22209
## 408                                661 Azalea Road, Mobile, AL 36609
## 409                                661 Azalea Road, Mobile, AL 36609
## 410                                661 Azalea Road, Mobile, AL 36609
## 411                       2245 Corporate Place, Miamisburg, OH 45342
## 412                       2245 Corporate Place, Miamisburg, OH 45342
## 413                       2245 Corporate Place, Miamisburg, OH 45342
## 414                       2245 Corporate Place, Miamisburg, OH 45342
## 415                       1906 Highland Avenue, Cincinnati, OH 45219
## 416                       1906 Highland Avenue, Cincinnati, OH 45219
## 417                       1906 Highland Avenue, Cincinnati, OH 45219
## 418           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 419           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 420           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 421           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 422                        110 Technology Drive, Asheville, NC 28803
## 423                        110 Technology Drive, Asheville, NC 28803
## 424                        110 Technology Drive, Asheville, NC 28803
## 425                        110 Technology Drive, Asheville, NC 28803
## 426                         787 Lombardi Avenue, Green Bay, WI 54304
## 427                         787 Lombardi Avenue, Green Bay, WI 54304
## 428                         787 Lombardi Avenue, Green Bay, WI 54304
## 429                            7847 Big Sky Drive, Madison, WI 53719
## 430                            7847 Big Sky Drive, Madison, WI 53719
## 431                            7847 Big Sky Drive, Madison, WI 53719
## 432                            7847 Big Sky Drive, Madison, WI 53719
## 433                   33 Villa Road, Suite 105, Greenville, SC 29615
## 434                   33 Villa Road, Suite 105, Greenville, SC 29615
## 435                   33 Villa Road, Suite 105, Greenville, SC 29615
## 436                   33 Villa Road, Suite 105, Greenville, SC 29615
## 437                                                                 
## 438                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 439                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 440                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 441                        631 Mainstream Drive, Nashville, TN 37228
## 442                        631 Mainstream Drive, Nashville, TN 37228
## 443                        631 Mainstream Drive, Nashville, TN 37228
## 444                        631 Mainstream Drive, Nashville, TN 37228
## 445             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 446             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 447             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 448             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 449                       2000 West 41st Street, Baltimore, MD 21211
## 450                       2000 West 41st Street, Baltimore, MD 21211
## 451                       2000 West 41st Street, Baltimore, MD 21211
## 452                       2000 West 41st Street, Baltimore, MD 21211
## 453                           300 South Byrne Road, Toledo, OH 43615
## 454                           300 South Byrne Road, Toledo, OH 43615
## 455                           300 South Byrne Road, Toledo, OH 43615
## 456                           300 South Byrne Road, Toledo, OH 43615
## 457                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 458                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 459                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 460                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 461                          4335 NW Loop 410, San Antonio, TX 78229
## 462                          4335 NW Loop 410, San Antonio, TX 78229
## 463                          4335 NW Loop 410, San Antonio, TX 78229
## 464                               1181 Highway 315, Plains, PA 18702
## 465                               1181 Highway 315, Plains, PA 18702
## 466                               1181 Highway 315, Plains, PA 18702
## 467                               8513 M-72, Traverse City, MI 49684
## 468                               8513 M-72, Traverse City, MI 49684
## 469                               8513 M-72, Traverse City, MI 49684
## 470                        10 University Boulevard, Conway, SC 29526
## 471                        10 University Boulevard, Conway, SC 29526
## 472                        10 University Boulevard, Conway, SC 29526
## 473                        10 University Boulevard, Conway, SC 29526
## 474                                                                 
## 475                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 476                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 477                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 478                           81 Northport Drive, Portland, ME 04103
## 479                           81 Northport Drive, Portland, ME 04103
## 480                           81 Northport Drive, Portland, ME 04103
## 481                           81 Northport Drive, Portland, ME 04103
## 482                           750 Ivory Avenue, Pittsburgh, PA 15214
## 483                           750 Ivory Avenue, Pittsburgh, PA 15214
## 484                           750 Ivory Avenue, Pittsburgh, PA 15214
## 485                                661 Azalea Road, Mobile, AL 36609
## 486                                661 Azalea Road, Mobile, AL 36609
## 487                                661 Azalea Road, Mobile, AL 36609
## 488                           750 Ivory Avenue, Pittsburgh, PA 15214
## 489                           750 Ivory Avenue, Pittsburgh, PA 15214
## 490                           750 Ivory Avenue, Pittsburgh, PA 15214
## 491                           750 Ivory Avenue, Pittsburgh, PA 15214
## 492                               1181 Highway 315, Plains, PA 18702
## 493                               1181 Highway 315, Plains, PA 18702
## 494                               1181 Highway 315, Plains, PA 18702
## 495           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 496           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 497           3012 Highwoods Boulevard, Suite 101, Raleigh, NC 27604
## 498                        1400 Balltown Road, Schenectady, NY 12309
## 499                        1400 Balltown Road, Schenectady, NY 12309
## 500                        1400 Balltown Road, Schenectady, NY 12309
## 501                       2245 Corporate Place, Miamisburg, OH 45342
## 502                       2245 Corporate Place, Miamisburg, OH 45342
## 503                       2245 Corporate Place, Miamisburg, OH 45342
## 504                       2245 Corporate Place, Miamisburg, OH 45342
## 505               2001 Maywill Street, Suite 103, Richmond, VA 23230
## 506               2001 Maywill Street, Suite 103, Richmond, VA 23230
## 507               2001 Maywill Street, Suite 103, Richmond, VA 23230
## 508               2001 Maywill Street, Suite 103, Richmond, VA 23230
## 509               2001 Maywill Street, Suite 103, Richmond, VA 23230
## 510                       2680 E. Cook Street Springfield, IL. 62703
## 511                       2680 E. Cook Street Springfield, IL. 62703
## 512                       2680 E. Cook Street Springfield, IL. 62703
## 513                             1301 Douglas Rd, Mishawaka, IN 46530
## 514                             1301 Douglas Rd, Mishawaka, IN 46530
## 515                         2320 Langhorne Road, Lynchburg, VA 24501
## 516                         2320 Langhorne Road, Lynchburg, VA 24501
## 517                         2320 Langhorne Road, Lynchburg, VA 24501
## 518                         2320 Langhorne Road, Lynchburg, VA 24501
## 519                        G-3463 West Pierson Road, Flint, MI 48504
## 520                        G-3463 West Pierson Road, Flint, MI 48504
## 521                        G-3463 West Pierson Road, Flint, MI 48504
## 522                        G-3463 West Pierson Road, Flint, MI 48504
## 523                            1030 James Street, Syracuse, NY 13203
## 524                            1030 James Street, Syracuse, NY 13203
## 525                            1030 James Street, Syracuse, NY 13203
## 526                            1030 James Street, Syracuse, NY 13203
## 527                       1906 Highland Avenue, Cincinnati, OH 45219
## 528                       1906 Highland Avenue, Cincinnati, OH 45219
## 529                       1906 Highland Avenue, Cincinnati, OH 45219
## 530                       1906 Highland Avenue, Cincinnati, OH 45219
## 531                               1181 Highway 315, Plains, PA 18702
## 532                               1181 Highway 315, Plains, PA 18702
## 533                               1181 Highway 315, Plains, PA 18702
## 534                               1181 Highway 315, Plains, PA 18702
## 535                             1261 Dublin Road, Columbus, OH 43215
## 536                             1261 Dublin Road, Columbus, OH 43215
## 537                             1261 Dublin Road, Columbus, OH 43215
## 538                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 539                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 540                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 541                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 542                      1375 Chatham Parkway #3, Savannah, GA 31405
## 543                      1375 Chatham Parkway #3, Savannah, GA 31405
## 544                      1375 Chatham Parkway #3, Savannah, GA 31405
## 545                      1375 Chatham Parkway #3, Savannah, GA 31405
## 546                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 547                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 548                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 549                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 550                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 551                               8513 M-72, Traverse City, MI 49684
## 552                               8513 M-72, Traverse City, MI 49684
## 553                               8513 M-72, Traverse City, MI 49684
## 554                     9 Red Donley Plaza, Mingo Junction, OH 43938
## 555                     9 Red Donley Plaza, Mingo Junction, OH 43938
## 556                     9 Red Donley Plaza, Mingo Junction, OH 43938
## 557                             1261 Dublin Road, Columbus, OH 43215
## 558                             1261 Dublin Road, Columbus, OH 43215
## 559                             1261 Dublin Road, Columbus, OH 43215
## 560                    2021 Golden Crest Drive, Birmingham, AL 35209
## 561                    2021 Golden Crest Drive, Birmingham, AL 35209
## 562                    2021 Golden Crest Drive, Birmingham, AL 35209
## 563                    2021 Golden Crest Drive, Birmingham, AL 35209
## 564                         4279 Benton Drive, Chattanooga, TN 37406
## 565                         4279 Benton Drive, Chattanooga, TN 37406
## 566                         4279 Benton Drive, Chattanooga, TN 37406
## 567                            1030 James Street, Syracuse, NY 13203
## 568                            1030 James Street, Syracuse, NY 13203
## 569                            1030 James Street, Syracuse, NY 13203
## 570                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 571                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 572                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 573           236 Clearfield Ave, Suite 205 Virginia Beach, VA 23462
## 574           236 Clearfield Ave, Suite 205 Virginia Beach, VA 23462
## 575           236 Clearfield Ave, Suite 205 Virginia Beach, VA 23462
## 576           236 Clearfield Ave, Suite 205 Virginia Beach, VA 23462
## 577                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 578                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 579                 8440 Deer Lake Road South, Tallahassee, FL 32312
## 580         800 Hennepin Ave, Suite 700 Minneapolis, Minnesota 55403
## 581         800 Hennepin Ave, Suite 700 Minneapolis, Minnesota 55403
## 582         800 Hennepin Ave, Suite 700 Minneapolis, Minnesota 55403
## 583         800 Hennepin Ave, Suite 700 Minneapolis, Minnesota 55403
## 584                    4225 West Henrietta Road, Rochester, NY 14623
## 585                    4225 West Henrietta Road, Rochester, NY 14623
## 586                    4225 West Henrietta Road, Rochester, NY 14623
## 587                    4225 West Henrietta Road, Rochester, NY 14623
## 588                       2000 West 41st Street, Baltimore, MD 21211
## 589                       2000 West 41st Street, Baltimore, MD 21211
## 590                       2000 West 41st Street, Baltimore, MD 21211
## 591                       2000 West 41st Street, Baltimore, MD 21211
## 592                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 593                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 594                  699 Hertel Avenue, Suite 100, Buffalo, NY 14207
## 595                        631 Mainstream Drive, Nashville, TN 37228
## 596                        631 Mainstream Drive, Nashville, TN 37228
## 597                        631 Mainstream Drive, Nashville, TN 37228
## 598                         1301 Piedmont Road, Charleston, WV 25301
## 599                         1301 Piedmont Road, Charleston, WV 25301
## 600                         1301 Piedmont Road, Charleston, WV 25301
## 601                     11520 West Calumet Road, Milwaukee, WI 53224
## 602                     11520 West Calumet Road, Milwaukee, WI 53224
## 603                     11520 West Calumet Road, Milwaukee, WI 53224
## 604                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 605                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 606                  1100 Fairfield Drive, West Palm Beach, FL 33407
## 607                             1261 Dublin Road, Columbus, OH 43215
## 608                             1261 Dublin Road, Columbus, OH 43215
## 609                             1261 Dublin Road, Columbus, OH 43215
## 610                        10 University Boulevard, Conway, SC 29526
## 611                        10 University Boulevard, Conway, SC 29526
## 612                        10 University Boulevard, Conway, SC 29526
## 613                        10 University Boulevard, Conway, SC 29526
## 614                       590 West Maple Street, Kalamazoo, MI 49008
## 615                       590 West Maple Street, Kalamazoo, MI 49008
## 616                       590 West Maple Street, Kalamazoo, MI 49008
## 617                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 618                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 619                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 620                     3500 Myer Lee Drive, Winston-Salem, NC 27101
## 621                         225 Glenburnie Drive, New Bern, NC 28560
## 622                                                                 
## 623                                                                 
## 624                                                                 
## 625             1703 Northwest 80th Boulevard, Gainesville, FL 32606
## 626                        631 Mainstream Drive, Nashville, TN 37228
## 627                        631 Mainstream Drive, Nashville, TN 37228
## 628                        631 Mainstream Drive, Nashville, TN 37228
##        Station_City Station_State Station_Zip      Station_Logo
## 1           Wichita            KS       67203       sbg_noimage
## 2           Wichita            KS       67203               tbd
## 3           Wichita            KS       67203             comet
## 4           Wichita            KS       67203       sbg_noimage
## 5           Wichita            KS       67203               tbd
## 6           Wichita            KS       67203             comet
## 7       San Antonio            TX       78229          kabb_fox
## 8       San Antonio            TX       78229             comet
## 9       San Antonio            TX       78229               tbd
## 10           Eureka            CA       95501               abc
## 11                                      95501              metv
## 12                                      95501       sbg_noimage
## 13         Portland            OR       97232          katu_abc
## 14         Portland            OR       97232              metv
## 15         Portland            OR       97232             comet
## 16         Portland            OR       97232           stadium
## 17      Little Rock            AR       72203          katv_abc
## 18      Little Rock            AR       72203             comet
## 19      Little Rock            AR       72203            charge
## 20      Little Rock            AR       72203               tbd
## 21      Bakersfield            CA       93301       sbg_noimage
## 22      Bakersfield            CA       93301       sbg_noimage
## 23      Bakersfield            CA       93301            charge
## 24      Bakersfield            CA       93301                  
## 25      Bakersfield            CA       93301          kbfx_fox
## 26      Bakersfield            CA       93301               tbd
## 27      Bakersfield            CA       93301             comet
## 28      Bakersfield            CA       93301           stadium
## 29            Boise            ID       83702         kboi2_cbs
## 30            Boise            ID       83702         kboi-2_cw
## 31            Boise            ID       83702            charge
## 32         Beaumont            TX       77702          kbtv_fox
## 33         Beaumont            TX       77702               tbd
## 34         Beaumont            TX       77702             comet
## 35         Beaumont            TX       77702           stadium
## 36                                          0                  
## 37     Dakota Dunes            SD       57049       sbg_noimage
## 38     Dakota Dunes            SD       57049              mytv
## 39     Dakota Dunes            SD       57049            charge
## 40     Dakota Dunes            SD       57049           stadium
## 41           Eureka            CA       95501               fox
## 42                                      95501             comet
## 43                                      95501            charge
## 44                                      95501           stadium
## 45       North Bend            OR       97459          kcby_cbs
## 46       North Bend            OR       97459               tbd
## 47       North Bend            OR       97459            charge
## 48        Kalispell            MT       59903               nbc
## 49                                      59903              metv
## 50                                      59903       sbg_noimage
## 51          Redding            CA       96001               fox
## 52                                      96001             comet
## 53                                      96001            charge
## 54                                      96001           stadium
## 55                                          0                  
## 56          El Paso            TX       79912          kdbc_cbs
## 57          El Paso            TX       79912               tbd
## 58          El Paso            TX       79912              metv
## 59          Bozeman            MT       59715               nbc
## 60                                      59715              metv
## 61                                      59715       sbg_noimage
## 62      Saint Louis            MO       63106          kdnl_abc
## 63      Saint Louis            MO       63106               tbd
## 64      Saint Louis            MO       63106            charge
## 65      Saint Louis            MO       63106           stadium
## 66       Des Moines            IA       50321          kdsm_fox
## 67       Des Moines            IA       50321             comet
## 68       Des Moines            IA       50321            charge
## 69       Des Moines            IA       50321               tbd
## 70           Eureka            CA       95501                cw
## 71                                      95501              mytv
## 72         Missoula            MT       59802               nbc
## 73                                      59903              metv
## 74                                      59903       sbg_noimage
## 75             Elko            NV       89801             comet
## 76            Pasco            WA       99301          kepr_cbs
## 77            Pasco            WA       99301         kepr-2_cw
## 78            Pasco            WA       99301           stadium
## 79           Eureka            CA       95501         univision
## 80           Austin            TX       78758          keye_cbs
## 81           Austin            TX       78758         telemundo
## 82    East Beaumont            TX       77702          kfdm_cbs
## 83    East Beaumont            TX       77702         kfdm-2_cw
## 84    East Beaumont            TX       77702            charge
## 85          El Paso            TX       79912          kfox_fox
## 86          El Paso            TX       79912             comet
## 87          El Paso            TX       79912            charge
## 88          El Paso            TX       79912           stadium
## 89           Fresno            CA       93727           kfre_cw
## 90           Fresno            CA       93727            charge
## 91           Fresno            CA       93727                  
## 92           Fresno            CA       93727               tbd
## 93     Cedar Rapids            IA       52402          kfxa_fox
## 94     Cedar Rapids            IA       52402            charge
## 95     Cedar Rapids            IA       52402               tbd
## 96     Cedar Rapids            IA       52402           stadium
## 97          Lincoln            NE       68504       sbg_noimage
## 98     Cedar Rapids            IA       52402          kgan_cbs
## 99     Cedar Rapids            IA       52402             gettv
## 100    Cedar Rapids            IA       52402             comet
## 101    Cedar Rapids            IA       52402                  
## 102       Harlingen            TX       78552            azteca
## 103       Harlingen            TX       78552             comet
## 104       Harlingen            TX       78552                  
## 105          Axtell            NE       68924       sbg_noimage
## 106          Axtell            NE       68924                  
## 107          Axtell            NE       68924               tbd
## 108          Axtell            NE       68924       sbg_noimage
## 109          Axtell            NE       68924       sbg_noimage
## 110          Axtell            NE       68924       sbg_noimage
## 111          Axtell            NE       68924                  
## 112          Axtell            NE       68924                  
## 113          Quincy            IL       62301          khqa_cbs
## 114          Quincy            IL       62301       sbg_noimage
## 115          Quincy            IL       62301             comet
## 116          Yakima            WA       98901          kima_cbs
## 117          Yakima            WA       98901         kima-2_cw
## 118          Yakima            WA       98901           stadium
## 119  Salt Lake City            UT       84111       sbg_noimage
## 120  Salt Lake City            UT       84111             comet
## 121  Salt Lake City            UT       84111               tbd
## 122  Salt Lake City            UT       84111            charge
## 123         Redding            CA       96001       sbg_noimage
## 124         Redding            CA       96001                  
## 125        Lewiston            ID       83501          klew_cbs
## 126        Lewiston            ID       83501            charge
## 127        Lewiston            ID       83501             comet
## 128     Springfield            OR       97477       sbg_noimage
## 129     Springfield            OR       97477         kmcb-2_cw
## 130     Springfield            OR       97477             comet
## 131    Dakota Dunes            SD       57049          kmeg_cbs
## 132    Dakota Dunes            SD       57049               tbd
## 133    Dakota Dunes            SD       57049             comet
## 134          Fresno            CA       93727          kmph_fox
## 135          Fresno            CA       93727            thistv
## 136          Fresno            CA       93727             comet
## 137          Fresno            CA       93727           stadium
## 138          Fresno            CA       93727       sbg_noimage
## 139          Fresno            CA       93727            thistv
## 140          Fresno            CA       93727             comet
## 141          Fresno            CA       93727           stadium
## 142     Springfield            OR       97477          kmtr_nbc
## 143     Springfield            OR       97477         kmtr-2_cw
## 144     Springfield            OR       97477             comet
## 145         Wichita            KS       67203         kmtw_mytv
## 146         Wichita            KS       67203           stadium
## 147         Wichita            KS       67203            charge
## 148         Wichita            KS       67203                  
## 149     San Antonio            TX       78229           kmys_cw
## 150     San Antonio            TX       78229           stadium
## 151     San Antonio            TX       78229                  
## 152      St. George            UT       84770         kmyu_mytv
## 153      St. George            UT       84770       sbg_noimage
## 154            Reno            NV       89502                  
## 155            Reno            NV       89502           stadium
## 156            Reno            NV       89502             comet
## 157   Oklahoma City            OK       73111           kocb_cw
## 158   Oklahoma City            OK       73111               tbd
## 159   Oklahoma City            OK       73111             comet
## 160         Wichita            KS       67203       sbg_noimage
## 161         Wichita            KS       67203               tbd
## 162         Wichita            KS       67203             comet
## 163   Oklahoma City            OK       73111          kokh_fox
## 164   Oklahoma City            OK       73111            charge
## 165   Oklahoma City            OK       73111           stadium
## 166         Seattle            WA       98109          komo_abc
## 167         Seattle            WA       98109             comet
## 168         Seattle            WA       98109            charge
## 169          Yakima            WA       98901    korx_univision
## 170          Yakima            WA       98901             comet
## 171          Yakima            WA       98901               tbd
## 172          Yakima            WA       98901            charge
## 173        Roseburg            OR       97470          kpic_cbs
## 174        Roseburg            OR       97470               tbd
## 175        Roseburg            OR       97470            charge
## 176    Dakota Dunes            SD       57049          kpth_fox
## 177    Dakota Dunes            SD       57049       kpth-2_mytv
## 178    Dakota Dunes            SD       57049            charge
## 179    Dakota Dunes            SD       57049           stadium
## 180           Omaha            NE       68132          kptm_fox
## 181           Omaha            NE       68132              mytv
## 182           Omaha            NE       68132             comet
## 183    Dakota Dunes            SD       57049       sbg_noimage
## 184    Dakota Dunes            SD       57049              mytv
## 185    Dakota Dunes            SD       57049            charge
## 186    Dakota Dunes            SD       57049           stadium
## 187  New Bloomfield            MO       65063          krcg_cbs
## 188  New Bloomfield            MO       65063             comet
## 189  New Bloomfield            MO       65063            charge
## 190  New Bloomfield            MO       65063               tbd
## 191         Redding            CA       96001               abc
## 192                                     96001              metv
## 193                                     96001       sbg_noimage
## 194                                     96001                  
## 195            Reno            NV       89502          krnv_nbc
## 196            Reno            NV       89502            thistv
## 197            Reno            NV       89502               tbd
## 198         Redding            CA       96001              mytv
## 199                                     96001             comet
## 200                                     96001                  
## 201            Reno            NV       89502          krxi_fox
## 202            Reno            NV       89502            charge
## 203            Reno            NV       89502           antenna
## 204         Wichita            KS       67203          ksas_fox
## 205         Wichita            KS       67203               tbd
## 206         Wichita            KS       67203             comet
## 207         Wichita            KS       67203       sbg_noimage
## 208         Wichita            KS       67203               tbd
## 209         Wichita            KS       67203             comet
## 210  Corpus Christi            TX       78411       sbg_noimage
## 211  Corpus Christi            TX       78411               tbd
## 212  Corpus Christi            TX       78411              mytv
## 213       Las Vegas            NV       89101          ksnv_nbc
## 214       Las Vegas            NV       89101          estrella
## 215       Las Vegas            NV       89101            charge
## 216       Las Vegas            NV       89101           stadium
## 217        Roseburg            OR       97470       sbg_noimage
## 218        Roseburg            OR       97470         ktcw-2_cw
## 219        Roseburg            OR       97470             comet
## 220                                     79601              metv
## 221  Corpus Christi            TX       78411                  
## 222           Tulsa            OK       74107          ktul_abc
## 223           Tulsa            OK       74107             comet
## 224           Tulsa            OK       74107           antenna
## 225           Tulsa            OK       74107               tbd
## 226         Medford            OR       97501          ktvl_cbs
## 227         Medford            OR       97501         ktvl-2_cw
## 228         Medford            OR       97501             comet
## 229         Medford            OR       97501               tbd
## 230           Butte            MT       59701               nbc
## 231                                     59701              metv
## 232                                     59701       sbg_noimage
## 233      Kirksville            MO       63501       sbg_noimage
## 234      Kirksville            MO       63501       sbg_noimage
## 235      Kirksville            MO       63501             comet
## 236      San Angelo            TX       76903               abc
## 237                                     76903                cw
## 238                                     76903              metv
## 239         Abilene            TX       79601               abc
## 240                                     79601                cw
## 241                                     79601              metv
## 242         Redding            CA       96001                  
## 243        Portland            OR       97232    kunp_univision
## 244        Portland            OR       97232               tbd
## 245        Portland            OR       97232            charge
## 246        Portland            OR       97232 kunp-ld_univision
## 247        Portland            OR       97232               tbd
## 248        Portland            OR       97232            charge
## 249         Seattle            WA       98109    kuns_univision
## 250         Seattle            WA       98109               tbd
## 251         Seattle            WA       98109           stadium
## 252          Yakima            WA       98901    kunw_univision
## 253          Yakima            WA       98901             comet
## 254          Yakima            WA       98901               tbd
## 255          Yakima            WA       98901            charge
## 256  Salt Lake City            UT       84111          kutv_cbs
## 257  Salt Lake City            UT       84111       kutv-2_mytv
## 258          Eugene            OR       97405          kval_cbs
## 259          Eugene            OR       97405               tbd
## 260          Eugene            OR       97405            charge
## 261       Las Vegas            NV       89103           kvcw_cw
## 262       Las Vegas            NV       89103       kvcw-2_mytv
## 263       Las Vegas            NV       89103               tbd
## 264       Las Vegas            NV       89103                  
## 265                                         0                  
## 266        Amarillo            TX       79101          kvih_abc
## 267        Amarillo            TX       79101         kvih-2_cw
## 268        Amarillo            TX       79101             comet
## 269        Amarillo            TX       79101           stadium
## 270        Amarillo            TX       79101          kvii_abc
## 271        Amarillo            TX       79101         kvii-2_cw
## 272        Amarillo            TX       79101             comet
## 273        Amarillo            TX       79101           stadium
## 274           Pasco            WA       99301         univision
## 275           Pasco            WA       99301             comet
## 276           Pasco            WA       99301               tbd
## 277           Pasco            WA       99301            charge
## 278          Axtell            NE       68924       sbg_noimage
## 279          Axtell            NE       68924       sbg_noimage
## 280          Axtell            NE       68924       sbg_noimage
## 281          Axtell            NE       68924       sbg_noimage
## 282  Corpus Christi            TX       78411           retrotv
## 283           Omaha            NE       68132           kxvo_cw
## 284           Omaha            NE       68132               tbd
## 285           Omaha            NE       68132            charge
## 286           Omaha            NE       68132           stadium
## 287           Boise            ID       83702           kyuu_cw
## 288           Boise            ID       83702               tbd
## 289           Boise            ID       83702             comet
## 290           Boise            ID       83702           stadium
## 291                                         0                  
## 292      Birmingham            AL       35209         wabm_mytv
## 293      Birmingham            AL       35209       sbg_noimage
## 294      Birmingham            AL       35209       sbg_noimage
## 295      Birmingham            AL       35209                  
## 296        Columbia            SC       29201          wach_fox
## 297        Columbia            SC       29201           stadium
## 298        Columbia            SC       29201             comet
## 299        Columbia            SC       29201               tbd
## 300       Baltimore            MD       21211          wbff_fox
## 301       Baltimore            MD       21211              mytv
## 302       Baltimore            MD       21211               tbd
## 303       Baltimore            MD       21211           stadium
## 304      Birmingham            AL       35244          wbma_abc
## 305      Birmingham            AL       35244       sbg_noimage
## 306      Birmingham            AL       35244           stadium
## 307      Birmingham            AL       35244            charge
## 308           Flint            MI       48504           wbsf_cw
## 309           Flint            MI       48504       sbg_noimage
## 310           Flint            MI       48504            charge
## 311         Decatur            IL       62526           wbui_cw
## 312         Decatur            IL       62526            thistv
## 313         Decatur            IL       62526           stadium
## 314       Champaign            IL       61821          wccu_fox
## 315       Champaign            IL       61821              metv
## 316       Champaign            IL       61821                  
## 317      Charleston            WV       25301          wchs_abc
## 318      Charleston            WV       25301           antenna
## 319      Charleston            WV       25301            charge
## 320      Charleston            WV       25301               tbd
## 321  Mount Pleasant            SC       29464         wciv_mytv
## 322  Mount Pleasant            SC       29464        wciv-2_abc
## 323  Mount Pleasant            SC       29464       wciv-3_metv
## 324  Mount Pleasant            SC       29464                  
## 325        New Bern            NC       28560               abc
## 326                                     28560             comet
## 327                                     28560       sbg_noimage
## 328                                     28560               tbd
## 329       Green Bay            WI       54304           wcwf_cw
## 330       Green Bay            WI       54304             comet
## 331       Green Bay            WI       54304            charge
## 332       Green Bay            WI       54304           stadium
## 333                                         0                  
## 334     Schenectady            NY       12309           wcwn_cw
## 335     Schenectady            NY       12309            charge
## 336     Schenectady            NY       12309       sbg_noimage
## 337     Schenectady            NY       12309           stadium
## 338         Bristol            VA       24201               nbc
## 339                                     24201                cw
## 340                                     24201             comet
## 341      Birmingham            AL       35209           wdbb_cw
## 342      Birmingham            AL       35209       sbg_noimage
## 343      Birmingham            AL       35209       sbg_noimage
## 344       Pensacola            FL       32506          wear_abc
## 345       Pensacola            FL       32506               tbd
## 346       Pensacola            FL       32506            charge
## 347         Bristol            VA       24201               fox
## 348                                     24201       sbg_noimage
## 349                                     24201            charge
## 350                                     24201               tbd
## 351           Flint            MI       48504          weyi_nbc
## 352           Flint            MI       48504         weyi-2_cw
## 353           Flint            MI       48504               tbd
## 354           Flint            MI       48504                  
## 355       Pensacola            FL       32506         wfgx_mytv
## 356       Pensacola            FL       32506             gettv
## 357       Pensacola            FL       32506             comet
## 358     Chattanooga            TN       37408           wfli_cw
## 359     Chattanooga            TN       37408              mytv
## 360     Chattanooga            TN       37408              metv
## 361     Chattanooga            TN       37408            charge
## 362          Albany            GA       31706          wfxl_fox
## 363          Albany            GA       31706               tbd
## 364          Albany            GA       31706             comet
## 365          Albany            GA       31706            charge
## 366     Gainesville            FL       32606          wgfl_cbs
## 367     Gainesville            FL       32606       wgfl-2_mytv
## 368     Gainesville            FL       32606               tbd
## 369        Portland            ME        4103          wgme_cbs
## 370        Portland            ME        4103               tbd
## 371        Portland            ME        4103           stadium
## 372   Traverse City            MI       49684          wgtq_abc
## 373   Traverse City            MI       49684       sbg_noimage
## 374   Traverse City            MI       49684             comet
## 375   Traverse City            MI       49684          wgtu_abc
## 376   Traverse City            MI       49684       sbg_noimage
## 377           Macon            GA       31201       sbg_noimage
## 378           Macon            GA       31201       sbg_noimage
## 379           Macon            GA       31201             comet
## 380       Rochester            NY       14623          wham_abc
## 381       Rochester            NY       14623         wham-2_cw
## 382       Rochester            NY       14623            charge
## 383     East Peoria            IL       61611             comet
## 384      Harrisburg            PA       17110           whp_cbs
## 385      Harrisburg            PA       17110              mytv
## 386      Harrisburg            PA       17110                cw
## 387      Harrisburg            PA       17110             comet
## 388       Champaign            IL       61821          wicd_abc
## 389       Champaign            IL       61821             comet
## 390       Champaign            IL       61821               tbd
## 391       Champaign            IL       61821            charge
## 392     Springfield            IL       62703          wics_abc
## 393     Springfield            IL       62703             comet
## 394     Springfield            IL       62703               tbd
## 395     Springfield            IL       62703            charge
## 396       Johnstown            PA       15905          wjac_nbc
## 397       Johnstown            PA       15905              metv
## 398       Johnstown            PA       15905             comet
## 399       Johnstown            PA       15905               tbd
## 400        Cranston            RI        2920          wjar_nbc
## 401        Cranston            RI        2920              metv
## 402        Cranston            RI        2920             comet
## 403        Cranston            RI        2920               tbd
## 404       Arlington            VA       22209          wjla_abc
## 405       Arlington            VA       22209            charge
## 406       Arlington            VA       22209             comet
## 407       Arlington            VA       22209               tbd
## 408          Mobile            AL       36609       sbg_noimage
## 409          Mobile            AL       36609              grit
## 410          Mobile            AL       36609                  
## 411      Miamisburg            OH       45342          wkef_abc
## 412      Miamisburg            OH       45342           stadium
## 413      Miamisburg            OH       45342           antenna
## 414      Miamisburg            OH       45342               tbd
## 415      Cincinnati            OH       45219          wkrc_cbs
## 416      Cincinnati            OH       45219         wkrc-2_cw
## 417      Cincinnati            OH       45219           stadium
## 418         Raleigh            NC       27604           wlfl_cw
## 419         Raleigh            NC       27604           stadium
## 420         Raleigh            NC       27604               tbd
## 421         Raleigh            NC       27604           antenna
## 422       Asheville            NC       28803          wlos_abc
## 423       Asheville            NC       28803       wlos-2_mytv
## 424       Asheville            NC       28803           antenna
## 425       Asheville            NC       28803           stadium
## 426       Green Bay            WI       54304          wluk_fox
## 427       Green Bay            WI       54304           antenna
## 428       Green Bay            WI       54304               tbd
## 429         Madison            WI       53719          wmsn_fox
## 430         Madison            WI       53719             comet
## 431         Madison            WI       53719            charge
## 432         Madison            WI       53719               tbd
## 433      Greenville            SC       29615         wmya_mytv
## 434      Greenville            SC       29615             comet
## 435      Greenville            SC       29615               tbd
## 436      Greenville            SC       29615            charge
## 437                                         0                  
## 438   Winston-Salem            NC       27101         wmyv_mytv
## 439   Winston-Salem            NC       27101             gettv
## 440   Winston-Salem            NC       27101             comet
## 441       Nashville            TN       37228           wnab_cw
## 442       Nashville            TN       37228           stadium
## 443       Nashville            TN       37228            charge
## 444       Nashville            TN       37228                  
## 445     Gainesville            FL       32606         wnbw9_nbc
## 446     Gainesville            FL       32606            charge
## 447     Gainesville            FL       32606             comet
## 448     Gainesville            FL       32606           antenna
## 449       Baltimore            MD       21211           wnuv_cw
## 450       Baltimore            MD       21211           antenna
## 451       Baltimore            MD       21211             comet
## 452       Baltimore            MD       21211            charge
## 453          Toledo            OH       43615          wnwo_nbc
## 454          Toledo            OH       43615           stadium
## 455          Toledo            OH       43615             comet
## 456          Toledo            OH       43615               tbd
## 457         Buffalo            NY       14207         wnyo_mytv
## 458         Buffalo            NY       14207           stadium
## 459         Buffalo            NY       14207             comet
## 460         Buffalo            NY       14207             gettv
## 461     San Antonio            TX       78229          woai_nbc
## 462     San Antonio            PA       78205           antenna
## 463     San Antonio            TX       78205            charge
## 464          Plains            PA       18702          wolf_fox
## 465          Plains            PA       18702         wolf-2_cw
## 466          Plains            PA       18702       wolf-3_mytv
## 467   Traverse City            MI       49684          wpbn_nbc
## 468   Traverse City            MI       49684       sbg_noimage
## 469   Traverse City            MI       49684             comet
## 470          Conway            SC       29526          wpde_abc
## 471          Conway            SC       29526       sbg_noimage
## 472          Conway            SC       29526             comet
## 473          Conway            SC       29526               tbd
## 474                                         0                  
## 475 West Palm Beach            FL       33407          wpec_cbs
## 476 West Palm Beach            FL       33407     weathernation
## 477 West Palm Beach            FL       33407             comet
## 478        Portland            ME        4103          wpfo_fox
## 479        Portland            ME        4103            charge
## 480        Portland            ME        4103             comet
## 481        Portland            ME        4103                  
## 482      Pittsburgh            PA       15214          wpgh_fox
## 483      Pittsburgh            PA       15214           antenna
## 484      Pittsburgh            PA       15214            charge
## 485          Mobile            AL       36609          wpmi_nbc
## 486          Mobile            AL       36609     weathernation
## 487          Mobile            AL       36609           stadium
## 488      Pittsburgh            PA       15214              mytv
## 489      Pittsburgh            PA       15214           stadium
## 490      Pittsburgh            PA       15214             comet
## 491      Pittsburgh            PA       15214               tbd
## 492          Plains            PA       18702         wqmy_mytv
## 493          Plains            PA       18702        wqmy-2_fox
## 494          Plains            PA       18702         wqmy-3_cw
## 495         Raleigh            NC       27604         wrdc_mytv
## 496         Raleigh            NC       27604            charge
## 497         Raleigh            NC       27604             comet
## 498     Schenectady            NY       12309          wrgb_cbs
## 499     Schenectady            NY       12309               tbd
## 500     Schenectady            NY       12309             comet
## 501      Miamisburg            OH       45342          wrgt_fox
## 502      Miamisburg            OH       45342       wrgt-2_mytv
## 503      Miamisburg            OH       45342             comet
## 504      Miamisburg            OH       45342            charge
## 505        Richmond            VA       23230          wrlh_fox
## 506        Richmond            VA       23230       wrlh-2_mytv
## 507        Richmond            VA       23230             comet
## 508        Richmond            VA       23230            charge
## 509                                         0                  
## 510     Springfield            IL       62703          wrsp_fox
## 511     Springfield            IL       62703              metv
## 512     Springfield            IL       62703           antenna
## 513       Mishawaka            IN       46530       sbg_noimage
## 514       Mishawaka            IN       46530       sbg_noimage
## 515       Lynchburg            VA       24501          wset_abc
## 516       Lynchburg            VA       24501           stadium
## 517       Lynchburg            VA       24501             comet
## 518       Lynchburg            VA       24501               tbd
## 519           Flint            MI       48504          wsmh_fox
## 520           Flint            MI       48504           antenna
## 521           Flint            MI       48504             comet
## 522           Flint            MI       48504           stadium
## 523        Syracuse            NY       13203          wstm_nbc
## 524        Syracuse            NY       13203         wstm-2_cw
## 525        Syracuse            NY       13203             comet
## 526        Syracuse            NY       13203           wstq_cw
## 527      Cincinnati            OH       45219         wstr_mytv
## 528      Cincinnati            OH       45219           antenna
## 529      Cincinnati            OH       45219             comet
## 530      Cincinnati            OH       45219               tbd
## 531          Plains            PA       18702           wswb_cw
## 532          Plains            PA       18702              metv
## 533          Plains            PA       18702             comet
## 534          Plains            PA       18702           stadium
## 535        Columbus            OH       43215          wsyx_abc
## 536        Columbus            OH       43215              mytv
## 537        Columbus            OH       43215           antenna
## 538 West Palm Beach            FL       33407         wtcn_mytv
## 539 West Palm Beach            FL       33407           antenna
## 540 West Palm Beach            FL       33407               tbd
## 541 West Palm Beach            FL       33407                  
## 542        Savannah            GA       31405          wtgs_fox
## 543        Savannah            GA       31405             comet
## 544        Savannah            GA       31405           antenna
## 545        Savannah            GA       31405               tbd
## 546     Tallahassee            FL       32312           wtlf_cw
## 547     Tallahassee            FL       32312             comet
## 548     Tallahassee            FL       32312               tbd
## 549     Tallahassee            FL       32312           stadium
## 550     Tallahassee            FL       32312                  
## 551   Traverse City            MI       49684          wtom_nbc
## 552   Traverse City            MI       49684       sbg_noimage
## 553   Traverse City            MI       49684             comet
## 554  Mingo Junction            OH       43938          wtov_nbc
## 555  Mingo Junction            OH       43938          wtov_fox
## 556  Mingo Junction            OH       43938              metv
## 557        Columbus            OH       43215          wtte_fox
## 558        Columbus            OH       43215               tbd
## 559        Columbus            OH       43215           stadium
## 560      Birmingham            AL       35209           wtto_cw
## 561      Birmingham            AL       35209           antenna
## 562      Birmingham            AL       35209             comet
## 563      Birmingham            AL       35209               tbd
## 564     Chattanooga            TN       37406          wtvc_abc
## 565     Chattanooga            TN       37406       sbg_noimage
## 566     Chattanooga            TN       37406               tbd
## 567        Syracuse            NY       13203          wtvh_cbs
## 568        Syracuse            NY       13203            charge
## 569        Syracuse            NY       13203               tbd
## 570 West Palm Beach            FL       33407           wtvx_cw
## 571 West Palm Beach            FL       33407            azteca
## 572 West Palm Beach            FL       33407       wtvx-3_mytv
## 573  Virginia Beach            VA       23462         wtvz_mytv
## 574  Virginia Beach            VA       23462           stadium
## 575  Virginia Beach            VA       23462             comet
## 576  Virginia Beach            VA       23462               tbd
## 577     Tallahassee            FL       32312          wtwc_nbc
## 578     Tallahassee            FL       32312       sbg_noimage
## 579     Tallahassee            FL       32312            charge
## 580     Minneapolis            MN       55403           wucw_cw
## 581     Minneapolis            MN       55403             comet
## 582     Minneapolis            MN       55403            charge
## 583     Minneapolis            MN       55403               tbd
## 584       Rochester            NY       14623          wuhf_fox
## 585       Rochester            NY       14623           antenna
## 586       Rochester            NY       14623             comet
## 587       Rochester            NY       14623               tbd
## 588       Baltimore            MD       21211               tbd
## 589       Baltimore            MD       21211              grit
## 590       Baltimore            MD       21211       sbg_noimage
## 591       Baltimore            MD       21211             gettv
## 592         Buffalo            NY       14207          wutv_fox
## 593         Buffalo            NY       14207               tbd
## 594         Buffalo            NY       14207            charge
## 595       Nashville            TN       37228         wuxp_mytv
## 596       Nashville            TN       37228             gettv
## 597       Nashville            TN       37228             comet
## 598      Charleston            WV       25301          wvah_fox
## 599      Charleston            WV       25301           stadium
## 600      Charleston            WV       25301             comet
## 601       Milwaukee            WI       53224           wvtv_cw
## 602       Milwaukee            WI       53224              mytv
## 603       Milwaukee            WI       53224             comet
## 604 West Palm Beach            FL       33407       wwhb_azteca
## 605 West Palm Beach            FL       33407            charge
## 606 West Palm Beach            FL       33407           stadium
## 607        Columbus            OH       43215           wwho_cw
## 608        Columbus            OH       43215            charge
## 609        Columbus            OH       43215             comet
## 610          Conway            SC       29526           wwmb_cw
## 611          Conway            SC       29526         wwmb-2_cw
## 612          Conway            SC       29526           stadium
## 613          Conway            SC       29526                  
## 614       Kalamazoo            MI       49008          wwmt_cbs
## 615       Kalamazoo            MI       49008         wwmt-2_cw
## 616       Kalamazoo            MI       49008             comet
## 617   Winston-Salem            NC       27101          wxlv_abc
## 618   Winston-Salem            NC       27101           stadium
## 619   Winston-Salem            NC       27101            charge
## 620   Winston-Salem            NC       27101               tbd
## 621        New Bern            NC       28560               fox
## 622                                     28560       sbg_noimage
## 623                                     28560            charge
## 624                                     28560           stadium
## 625     Gainesville            FL       32606           antenna
## 626       Nashville            TN       37228          wztv_fox
## 627       Nashville            TN       37228               tbd
## 628       Nashville            TN       37228           antenna
##                                                                                    Station_URL
## 1                                           http://www.foxkansas.com, http://www.foxkansas.com
## 2                                                             http://sbgi.net, http://sbgi.net
## 3                                             http://www.comettv.com/, http://www.comettv.com/
## 4                                           http://www.foxkansas.com, http://www.foxkansas.com
## 5                                                                                             
## 6                                             http://www.comettv.com/, http://www.comettv.com/
## 7                                 http://www.foxsanantonio.com/, http://www.foxsanantonio.com/
## 8                                             http://www.comettv.com/, http://www.comettv.com/
## 9                                                                                             
## 10                                                                                            
## 11                                                                                            
## 12                                                                                            
## 13                                                  http://www.katu.com/, http://www.katu.com/
## 14                                                                                            
## 15                                            http://www.comettv.com/, http://www.comettv.com/
## 16                                                                                            
## 17                                                    http://www.katv.com, http://www.katv.com
## 18                                            http://www.comettv.com/, http://www.comettv.com/
## 19                                                                                            
## 20                                                                                            
## 21                                      http://bakersfieldnow.com/, http://bakersfieldnow.com/
## 22                                                                                            
## 23                                                                                            
## 24                                                                                            
## 25  http://www.bakersfieldnow.com/fox58/schedule, http://www.bakersfieldnow.com/fox58/schedule
## 26                                                                                            
## 27                                            http://www.comettv.com/, http://www.comettv.com/
## 28                                                                                            
## 29                                              https://idahonews.com/, https://idahonews.com/
## 30                                                                                            
## 31                                                                                            
## 32                                          http://fox4beaumont.com/, http://fox4beaumont.com/
## 33                                                                                            
## 34                                            http://www.comettv.com/, http://www.comettv.com/
## 35                                                                                            
## 36                                                                                            
## 37                                http://www.siouxlandnews.com/, http://www.siouxlandnews.com/
## 38                                                                                            
## 39                                                                                            
## 40                                                                                            
## 41                                                                                            
## 42                                            http://www.comettv.com/, http://www.comettv.com/
## 43                                                                                            
## 44                                                                                            
## 45                                                    http://www.kcby.com, http://www.kcby.com
## 46                                                                                            
## 47                                                                                            
## 48                                                                                            
## 49                                                                                            
## 50                                                                                            
## 51                                                                                            
## 52                                            http://www.comettv.com/, http://www.comettv.com/
## 53                                                                                            
## 54                                                                                            
## 55                                                                                            
## 56                                        http://www.cbs4local.com/, http://www.cbs4local.com/
## 57                                                                                            
## 58                                                                                            
## 59                                                                                            
## 60                                                                                            
## 61                                                                                            
## 62                                        http://www.abcstlouis.com, http://www.abcstlouis.com
## 63                                                                                            
## 64                                                                                            
## 65                                                                                            
## 66                                                    http://www.kdsm.com, http://www.kdsm.com
## 67                                            http://www.comettv.com/, http://www.comettv.com/
## 68                                                                                            
## 69                                                                                            
## 70                                                                                            
## 71                                                                                            
## 72                                                                                            
## 73                                                                                            
## 74                                                                                            
## 75                                            http://www.comettv.com/, http://www.comettv.com/
## 76                                                http://www.keprtv.com, http://www.keprtv.com
## 77                                                                                            
## 78                                                                                            
## 79                                                                                            
## 80                                          http://www.cbsaustin.com, http://www.cbsaustin.com
## 81                                      http://telemundoaustin.com, http://telemundoaustin.com
## 82                                                    http://www.kfdm.com, http://www.kfdm.com
## 83                                                                                            
## 84                                                                                            
## 85                                                http://www.kfoxtv.com, http://www.kfoxtv.com
## 86                                            http://www.comettv.com/, http://www.comettv.com/
## 87                                                                                            
## 88                                                                                            
## 89                                                  http://www.kmph.com/, http://www.kmph.com/
## 90                                                                                            
## 91                                                                                            
## 92                                                                                            
## 93                                                  http://fox28iowa.com, http://fox28iowa.com
## 94                                                                                            
## 95                                                                                            
## 96                                                                                            
## 97                                    http://www.foxnebraska.com/, http://www.foxnebraska.com/
## 98                                            http://www.cbs2iowa.com, http://www.cbs2iowa.com
## 99                                                                                            
## 100                                           http://www.comettv.com/, http://www.comettv.com/
## 101                                                                                           
## 102                                                                                           
## 103                                           http://www.comettv.com/, http://www.comettv.com/
## 104                                                                                           
## 105                                           http://www.nebraska.tv/, http://www.nebraska.tv/
## 106                                                                                           
## 107                                                                                           
## 108                                                                                           
## 109                                                                                           
## 110                                                                                           
## 111                                                                                           
## 112                                                                                           
## 113                                                         http://khqa.com/, http://khqa.com/
## 114                                                                                           
## 115                                           http://www.comettv.com/, http://www.comettv.com/
## 116                                               http://www.kimatv.com, http://www.kimatv.com
## 117                                                                                           
## 118                                                                                           
## 119                                                                                           
## 120                                           http://www.comettv.com/, http://www.comettv.com/
## 121                                                                                           
## 122                                                                                           
## 123                                                                                           
## 124                                                                                           
## 125                                               http://www.klewtv.com, http://www.klewtv.com
## 126                                                                                           
## 127                                           http://www.comettv.com/, http://www.comettv.com/
## 128                                                   http://www.sbgi.net, http://www.sbgi.net
## 129                                                                                           
## 130                                           http://www.comettv.com/, http://www.comettv.com/
## 131                               http://www.siouxlandnews.com/, http://www.siouxlandnews.com/
## 132                                                                                           
## 133                                           http://www.comettv.com/, http://www.comettv.com/
## 134                                                 http://www.kmph.com/, http://www.kmph.com/
## 135                                                                                           
## 136                                           http://www.comettv.com/, http://www.comettv.com/
## 137                                                                                           
## 138                                                   http://www.kmph.com, http://www.kmph.com
## 139                                                                                           
## 140                                           http://www.comettv.com/, http://www.comettv.com/
## 141                                                                                           
## 142                                                     https://nbc16.com/, https://nbc16.com/
## 143                                                                                           
## 144                                           http://www.comettv.com/, http://www.comettv.com/
## 145                                             http://mytvwichita.com, http://mytvwichita.com
## 146                                                                                           
## 147                                                                                           
## 148                                                                                           
## 149                                                     http://www.kmys.tv, http://www.kmys.tv
## 150                                                                                           
## 151                                                                                           
## 152                                                     http://www.kmyu.tv, http://www.kmyu.tv
## 153                                                                                           
## 154                                   http://nevadasportsnet.com/, http://nevadasportsnet.com/
## 155                                                                                           
## 156                                           http://www.comettv.com/, http://www.comettv.com/
## 157                                                 http://www.cwokc.com, http://www.cwokc.com
## 158                                                                                           
## 159                                           http://www.comettv.com/, http://www.comettv.com/
## 160                                         http://www.foxkansas.com, http://www.foxkansas.com
## 161                                                                                           
## 162                                           http://www.comettv.com/, http://www.comettv.com/
## 163                                               http://www.okcfox.com, http://www.okcfox.com
## 164                                                                                           
## 165                                                                                           
## 166                                           http://www.komonews.com, http://www.komonews.com
## 167                                           http://www.comettv.com/, http://www.comettv.com/
## 168                                                                                           
## 169                                               http://www.kunwtv.com, http://www.kunwtv.com
## 170                                           http://www.comettv.com/, http://www.comettv.com/
## 171                                                                                           
## 172                                                                                           
## 173                                                   http://www.kpic.com, http://www.kpic.com
## 174                                                                                           
## 175                                                                                           
## 176                                 http://www.siouxlandnews.com, http://www.siouxlandnews.com
## 177                                                                                           
## 178                                                                                           
## 179                                                                                           
## 180                                                   http://www.kptm.com, http://www.kptm.com
## 181                                                                                           
## 182                                           http://www.comettv.com/, http://www.comettv.com/
## 183                                 http://www.siouxlandnews.com, http://www.siouxlandnews.com
## 184                                                                                           
## 185                                                                                           
## 186                                                                                           
## 187                                                    http://krcgtv.com/,  http://krcgtv.com/
## 188                                           http://www.comettv.com/, http://www.comettv.com/
## 189                                                                                           
## 190                                                                                           
## 191                                                   https://krcrtv.com/, https://krcrtv.com/
## 192                                                                                           
## 193                                                                                           
## 194                                                                                           
## 195                                             http://www.mynews4.com, http://www.mynews4.com
## 196                                                                                           
## 197                                                                                           
## 198                                                                                           
## 199                                           http://www.comettv.com/, http://www.comettv.com/
## 200                                                                                           
## 201                                             http://www.foxreno.com, http://www.foxreno.com
## 202                                                                                           
## 203                                                                                           
## 204                                         http://www.foxkansas.com, http://www.foxkansas.com
## 205                                                                                           
## 206                                           http://www.comettv.com/, http://www.comettv.com/
## 207                                         http://www.foxkansas.com, http://www.foxkansas.com
## 208                                                                                           
## 209                                           http://www.comettv.com/, http://www.comettv.com/
## 210                            http://fox38corpuschristi.com/,  http://fox38corpuschristi.com/
## 211                                                                                           
## 212                                                                                           
## 213                                             http://www.mynews3.com, http://www.mynews3.com
## 214                                                                                           
## 215                                                                                           
## 216                                                                                           
## 217                                                   http://www.sbgi.net, http://www.sbgi.net
## 218                                                                                           
## 219                                           http://www.comettv.com/, http://www.comettv.com/
## 220                                                                                           
## 221                                                   http://www.sbgi.net, http://www.sbgi.net
## 222                                                   http://www.ktul.com, http://www.ktul.com
## 223                                           http://www.comettv.com/, http://www.comettv.com/
## 224                                                                                           
## 225                                                                                           
## 226                                                   http://www.ktvl.com, http://www.ktvl.com
## 227                           http://www.southernoregoncw.com, http://www.southernoregoncw.com
## 228                                           http://www.comettv.com/, http://www.comettv.com/
## 229                                                                                           
## 230                                                                                           
## 231                                                                                           
## 232                                                                                           
## 233                                                         http://ktvo.com/, http://ktvo.com/
## 234                                                                                           
## 235                                           http://www.comettv.com/, http://www.comettv.com/
## 236                                                                                           
## 237                                                                                           
## 238                                                                                           
## 239                                                       https://ktxs.com/, https://ktxs.com/
## 240                                                                                           
## 241                                                                                           
## 242                                                                                           
## 243                                               http://www.kunptv.com, http://www.kunptv.com
## 244                                                                                           
## 245                                                                                           
## 246                                               http://www.kunptv.com, http://www.kunptv.com
## 247                                                                                           
## 248                                                                                           
## 249                           http://www.univisionseattle.com, http://www.univisionseattle.com
## 250                                                                                           
## 251                                                                                           
## 252                                               http://www.kunwtv.com, http://www.kunwtv.com
## 253                                           http://www.comettv.com/, http://www.comettv.com/
## 254                                                                                           
## 255                                                                                           
## 256                                                           http://kutv.com, http://kutv.com
## 257                                                                                           
## 258                                                   http://www.kval.com, http://www.kval.com
## 259                                                                                           
## 260                                                                                           
## 261                                   http://www.thecwlasvegas.tv, http://www.thecwlasvegas.tv
## 262                                             http://www.mylvtv.com/, http://www.mylvtv.com/
## 263                                                                                           
## 264                                                                                           
## 265                                                                                           
## 266                                         http://abc7amarillo.com/, http://abc7amarillo.com/
## 267                                                                                           
## 268                                           http://www.comettv.com/, http://www.comettv.com/
## 269                                                                                           
## 270                                         http://abc7amarillo.com/, http://abc7amarillo.com/
## 271                                                                                           
## 272                                           http://www.comettv.com/, http://www.comettv.com/
## 273                                                                                           
## 274                                               http://www.kunwtv.com, http://www.kunwtv.com
## 275                                           http://www.comettv.com/, http://www.comettv.com/
## 276                                                                                           
## 277                                                                                           
## 278                                                                                           
## 279                                                                                           
## 280                                                                                           
## 281                                                                                           
## 282                                                   http://www.sbgi.net, http://www.sbgi.net
## 283                                           http://www.cw15kxvo.com, http://www.cw15kxvo.com
## 284                                                                                           
## 285                                                                                           
## 286                                                                                           
## 287                           http://www.cwtreasurevalley.com, http://www.cwtreasurevalley.com
## 288                                                                                           
## 289                                           http://www.comettv.com/, http://www.comettv.com/
## 290                                                                                           
## 291                                                                                           
## 292                                               http://www.wabm68.com, http://www.wabm68.com
## 293                                                                                           
## 294                                                                                           
## 295                                                                                           
## 296                                                   http://www.wach.com, http://www.wach.com
## 297                                                                                           
## 298                                           http://www.comettv.com/, http://www.comettv.com/
## 299                                                                                           
## 300                                   http://www.foxbaltimore.com, http://www.foxbaltimore.com
## 301                                                                                           
## 302                                                                                           
## 303                                                                                           
## 304                                             http://www.abc3340.com, http://www.abc3340.com
## 305                                                                                           
## 306                                                                                           
## 307                                                                                           
## 308                                             http://www.thecw46.com, http://www.thecw46.com
## 309                                                                                           
## 310                                                                                           
## 311                                               http://www.cw23tv.com, http://www.cw23tv.com
## 312                                                                                           
## 313                                                                                           
## 314                                     http://www.foxillinois.com, http://www.foxillinois.com
## 315                                                                                           
## 316                                                                                           
## 317                                               http://www.wchstv.com, http://www.wchstv.com
## 318                                                                                           
## 319                                                                                           
## 320                                                                                           
## 321                                     http://mytvcharleston.com/, http://mytvcharleston.com/
## 322                                           http://www.abcnews4.com, http://www.abcnews4.com
## 323                                                                                           
## 324                                                                                           
## 325                                                   https://wcti12.com/, https://wcti12.com/
## 326                                           http://www.comettv.com/, http://www.comettv.com/
## 327                                                                                           
## 328                                                                                           
## 329                                               http://cw14online.com, http://cw14online.com
## 330                                           http://www.comettv.com/, http://www.comettv.com/
## 331                                                                                           
## 332                                                                                           
## 333                                                                                           
## 334                                           http://www.cwalbany.com, http://www.cwalbany.com
## 335                                                                                           
## 336                                                                                           
## 337                                                                                           
## 338                                                                                           
## 339                                                                                           
## 340                                           http://www.comettv.com/, http://www.comettv.com/
## 341                                               http://www.wtto21.com, http://www.wtto21.com
## 342                                                                                           
## 343                                                                                           
## 344                                               http://www.weartv.com, http://www.weartv.com
## 345                                                                                           
## 346                                                                                           
## 347                                                                                           
## 348                                                                                           
## 349                                                                                           
## 350                                                                                           
## 351                                               http://nbc25news.com/, http://nbc25news.com/
## 352                                                                                           
## 353                                                                                           
## 354                                                                                           
## 355                                               http://www.wfgxtv.com, http://www.wfgxtv.com
## 356                                                                                           
## 357                                           http://www.comettv.com/, http://www.comettv.com/
## 358                                         http://chattanoogacw.com, http://chattanoogacw.com
## 359                                                                                           
## 360                                                                                           
## 361                                                                                           
## 362                                                   http://www.wfxl.com, http://www.wfxl.com
## 363                                                                                           
## 364                                           http://www.comettv.com/, http://www.comettv.com/
## 365                                                                                           
## 366                                                    http://mycbs4.com/,  http://mycbs4.com/
## 367                                                                                           
## 368                                                                                           
## 369                                                   http://www.wgme.com, http://www.wgme.com
## 370                                                                                           
## 371                                                                                           
## 372                                     http://www.upnorthlive.com, http://www.upnorthlive.com
## 373                                                                                           
## 374                                           http://www.comettv.com/, http://www.comettv.com/
## 375                                     http://www.upnorthlive.com, http://www.upnorthlive.com
## 376                                                                                           
## 377                                                     http://www.wgxa.tv, http://www.wgxa.tv
## 378                                                                                           
## 379                                           http://www.comettv.com/, http://www.comettv.com/
## 380                                               http://www.13wham.com, http://www.13wham.com
## 381                                     http://www.cwrochester.com, http://www.cwrochester.com
## 382                                                                                           
## 383                                           http://www.comettv.com/, http://www.comettv.com/
## 384                                     http://www.local21news.com, http://www.local21news.com
## 385                                                                                           
## 386                                     http://www.cwcentralpa.com, http://www.cwcentralpa.com
## 387                                           http://www.comettv.com/, http://www.comettv.com/
## 388                                               http://www.wicd15.com, http://www.wicd15.com
## 389                                           http://www.comettv.com/, http://www.comettv.com/
## 390                                                                                           
## 391                                                                                           
## 392                                                   http://www.wics.com, http://www.wics.com
## 393                                           http://www.comettv.com/, http://www.comettv.com/
## 394                                                                                           
## 395                                                                                           
## 396                                               http://www.wjactv.com, http://www.wjactv.com
## 397                                                                                           
## 398                                           http://www.comettv.com/, http://www.comettv.com/
## 399                                                                                           
## 400                                           http://www.turnto10.com, http://www.turnto10.com
## 401                                                                                           
## 402                                           http://www.comettv.com/, http://www.comettv.com/
## 403                                                                                           
## 404                                                   http://www.wjla.com, http://www.wjla.com
## 405                                                                                           
## 406                                           http://www.comettv.com/, http://www.comettv.com/
## 407                                                                                           
## 408                                                 http://www.utv44.com, http://www.utv44.com
## 409                                                                                           
## 410                                                                                           
## 411                                       https://dayton247now.com/, https://dayton247now.com/
## 412                                                                                           
## 413                                                                                           
## 414                                                                                           
## 415                                             http://www.local12.com, http://www.local12.com
## 416                                         http://cwcincinnati.com/, http://cwcincinnati.com/
## 417                                                                                           
## 418                                         http://www.raleighcw.com, http://www.raleighcw.com
## 419                                                                                           
## 420                                                                                           
## 421                                                                                           
## 422                                                   http://www.wlos.com, http://www.wlos.com
## 423                                                                                           
## 424                                                                                           
## 425                                                                                           
## 426                                             http://fox11online.com, http://fox11online.com
## 427                                                                                           
## 428                                                                                           
## 429                                                 http://www.fox47.com, http://www.fox47.com
## 430                                           http://www.comettv.com/, http://www.comettv.com/
## 431                                                                                           
## 432                                                                                           
## 433                                                     http://www.my40.tv, http://www.my40.tv
## 434                                           http://www.comettv.com/, http://www.comettv.com/
## 435                                                                                           
## 436                                                                                           
## 437                                                                                           
## 438                                                     http://www.my48.tv, http://www.my48.tv
## 439                                                                                           
## 440                                           http://www.comettv.com/, http://www.comettv.com/
## 441                                                     http://www.cw58.tv, http://www.cw58.tv
## 442                                                                                           
## 443                                                                                           
## 444                                                                                           
## 445                                                     http://mycbs4.com/, http://mycbs4.com/
## 446                                                                                           
## 447                                           http://www.comettv.com/, http://www.comettv.com/
## 448                                                                                           
## 449                                     http://www.cwbaltimore.com, http://www.cwbaltimore.com
## 450                                                                                           
## 451                                           http://www.comettv.com/, http://www.comettv.com/
## 452                                                                                           
## 453                                                       http://nbc24.com/, http://nbc24.com/
## 454                                                                                           
## 455                                           http://www.comettv.com/, http://www.comettv.com/
## 456                                                                                           
## 457                                     http://www.mytvbuffalo.com, http://www.mytvbuffalo.com
## 458                                                                                           
## 459                                           http://www.comettv.com/, http://www.comettv.com/
## 460                                                                                           
## 461                             http://www.news4sanantonio.com, http://www.news4sanantonio.com
## 462                                                                                           
## 463                                                                                           
## 464                                                 http://www.FOX56.com, http://www.FOX56.com
## 465                                                                                           
## 466                                                                                           
## 467                                     http://www.upnorthlive.com, http://www.upnorthlive.com
## 468                                                                                           
## 469                                           http://www.comettv.com/, http://www.comettv.com/
## 470                                                         http://wpde.com/, http://wpde.com/
## 471                                                                                           
## 472                                           http://www.comettv.com/, http://www.comettv.com/
## 473                                                                                           
## 474                                                                                           
## 475                                                 http://www.cbs12.com, http://www.cbs12.com
## 476                                                                                           
## 477                                           http://www.comettv.com/, http://www.comettv.com/
## 478                                          https://fox23maine.com/ , https://fox23maine.com/
## 479                                                                                           
## 480                                           http://www.comettv.com/, http://www.comettv.com/
## 481                                                                                           
## 482                                               http://www.wpgh53.com, http://www.wpgh53.com
## 483                                                                                           
## 484                                                                                           
## 485                                                 https://mynbc15.com/, https://mynbc15.com/
## 486                                                                                           
## 487                                                                                           
## 488                                       http://www.22thepoint.com, http://www.22thepoint.com
## 489                                                                                           
## 490                                           http://www.comettv.com/, http://www.comettv.com/
## 491                                                                                           
## 492                                                 http://www.FOX56.com, http://www.FOX56.com
## 493                                                                                           
## 494                                                                                           
## 495                                             http://www.myrdctv.com, http://www.myrdctv.com
## 496                                                                                           
## 497                                           http://www.comettv.com/, http://www.comettv.com/
## 498                                       http://www.cbs6albany.com, http://www.cbs6albany.com
## 499                                                                                           
## 500                                           http://www.comettv.com/, http://www.comettv.com/
## 501                                       https://dayton247now.com/, https://dayton247now.com/
## 502                                             http://mytvdayton.com/, http://mytvdayton.com/
## 503                                           http://www.comettv.com/, http://www.comettv.com/
## 504                                                                                           
## 505                                     http://www.foxrichmond.com, http://www.foxrichmond.com
## 506                                   http://www.mytvrichmond.com, http://www.mytvrichmond.com
## 507                                           http://www.comettv.com/, http://www.comettv.com/
## 508                                                                                           
## 509                                                                                           
## 510                                     http://www.foxillinois.com, http://www.foxillinois.com
## 511                                                                                           
## 512                                                                                           
## 513                                                   http://www.wsbt.com, http://www.wsbt.com
## 514                                                                                           
## 515                                                   http://www.wset.com, http://www.wset.com
## 516                                                                                           
## 517                                           http://www.comettv.com/, http://www.comettv.com/
## 518                                                                                           
## 519                                                   http://www.wsmh.com, http://www.wsmh.com
## 520                                                                                           
## 521                                           http://www.comettv.com/, http://www.comettv.com/
## 522                                                                                           
## 523                                       http://www.cnycentral.com, http://www.cnycentral.com
## 524                                                                                           
## 525                                           http://www.comettv.com/, http://www.comettv.com/
## 526                                       http://www.cnycentral.com, http://www.cnycentral.com
## 527                                                 http://www.star64.tv, http://www.star64.tv
## 528                                                                                           
## 529                                           http://www.comettv.com/, http://www.comettv.com/
## 530                                                                                           
## 531                                             http://www.thecw38.com, http://www.thecw38.com
## 532                                                                                           
## 533                                           http://www.comettv.com/, http://www.comettv.com/
## 534                                                                                           
## 535                               http://www.abc6onyourside.com, http://www.abc6onyourside.com
## 536                                                                                           
## 537                                                                                           
## 538                                           http://www.my15wtcn.com, http://www.my15wtcn.com
## 539                                                                                           
## 540                                                                                           
## 541                                                                                           
## 542                                     http://www.foxsavannah.com, http://www.foxsavannah.com
## 543                                           http://www.comettv.com/, http://www.comettv.com/
## 544                                                                                           
## 545                                                                                           
## 546                                                                                           
## 547                                           http://www.comettv.com/, http://www.comettv.com/
## 548                                                                                           
## 549                                                                                           
## 550                                                                                           
## 551                                     http://www.upnorthlive.com, http://www.upnorthlive.com
## 552                                                                                           
## 553                                           http://www.comettv.com/, http://www.comettv.com/
## 554                                                 http://www.wtov9.com, http://www.wtov9.com
## 555                                                                                           
## 556                                                                                           
## 557                             http://www.myfox28columbus.com, http://www.myfox28columbus.com
## 558                                                                                           
## 559                                                                                           
## 560                                               http://www.wtto21.com, http://www.wtto21.com
## 561                                                                                           
## 562                                           http://www.comettv.com/, http://www.comettv.com/
## 563                                                                                           
## 564                               http://www.foxchattanooga.com, http://www.foxchattanooga.com
## 565                                                                                           
## 566                                                                                           
## 567                                       http://www.cnycentral.com, http://www.cnycentral.com
## 568                                                                                           
## 569                                                                                           
## 570                                                   http://www.cw34.com, http://www.cw34.com
## 571                                                                                           
## 572                                                                                           
## 573                                                 http://www.mytvz.com, http://www.mytvz.com
## 574                                                                                           
## 575                                           http://www.comettv.com/, http://www.comettv.com/
## 576                                                                                           
## 577                                               http://www.wtwc40.com, http://www.wtwc40.com
## 578                                                         http://fox49.tv/, http://fox49.tv/
## 579                                                                                           
## 580                                             http://www.thecw23.com, http://www.thecw23.com
## 581                                           http://www.comettv.com/, http://www.comettv.com/
## 582                                                                                           
## 583                                                                                           
## 584                                   http://www.foxrochester.com, http://www.foxrochester.com
## 585                                                                                           
## 586                                           http://www.comettv.com/, http://www.comettv.com/
## 587                                                                                           
## 588                                 http://www.mytvbaltimore.com, http://www.mytvbaltimore.com
## 589                                                                                           
## 590                                                                                           
## 591                                                                                           
## 592                                               http://www.wutv29.com, http://www.wutv29.com
## 593                                                                                           
## 594                                                                                           
## 595                                         http://www.mytv30web.com, http://www.mytv30web.com
## 596                                                                                           
## 597                                           http://www.comettv.com/, http://www.comettv.com/
## 598                                                   http://www.wvah.com, http://www.wvah.com
## 599                                                                                           
## 600                                           http://www.comettv.com/, http://www.comettv.com/
## 601                                         http://www.super18tv.com, http://www.super18tv.com
## 602                                                                                           
## 603                                           http://www.comettv.com/, http://www.comettv.com/
## 604                                           http://www.azteca48.com, http://www.azteca48.com
## 605                                                                                           
## 606                                                                                           
## 607                                       http://www.cwcolumbus.com, http://www.cwcolumbus.com
## 608                                                                                           
## 609                                           http://www.comettv.com/, http://www.comettv.com/
## 610                                                         http://wpde.com/, http://wpde.com/
## 611                                                                                           
## 612                                                                                           
## 613                                                                                           
## 614                                                   http://www.wwmt.com, http://www.wwmt.com
## 615                                             http://cw7michigan.com, http://cw7michigan.com
## 616                                           http://www.comettv.com/, http://www.comettv.com/
## 617                                                 http://www.abc45.com, http://www.abc45.com
## 618                                                                                           
## 619                                                                                           
## 620                                                                                           
## 621                                                                                           
## 622                                                                                           
## 623                                                                                           
## 624                                                                                           
## 625                                                   http://www.sbgi.net, http://www.sbgi.net
## 626                                                 http://www.fox17.com, http://www.fox17.com
## 627                                                                                           
## 628                                                                                           
##     Station_Phone_Number Station_Fax_Number Actual_RF_Channel
## 1           316-942-2424       316-942-8927                17
## 2           316-942-2424       316-942-8927                17
## 3           316-942-2424       316-942-8927                17
## 4           316-942-2424       316-942-8927                31
## 5           316-942-2424       316-942-8927                31
## 6           316-942-2424       316-942-8927                31
## 7           210-366-1129       210-377-4758                30
## 8           210-366-1129       210-377-4758                30
## 9           210-366-1129       210-377-4758                30
## 10          707-444-2323       707-445-9451                22
## 11                                                         22
## 12                                                         22
## 13          503-231-4222       503-231-4233                24
## 14          503-231-4222       503-231-4233                24
## 15          503-231-4222       503-231-4233                24
## 16          503-231-4222       503-231-4233                24
## 17          501-324-7777                                   22
## 18          501-324-7777                                   22
## 19          501-324-7777                                   22
## 20          501-324-7777                                   22
## 21          661-327-7955       661-327-5603                33
## 22          661-327-7955       661-327-5603                33
## 23          661-327-7955       661-327-5603                33
## 24          661-327-7955       661-327-5603                33
## 25          661-327-7955       661-327-5603                29
## 26          661-327-7955       661-327-5603                29
## 27          661-327-7955       661-327-5603                29
## 28          661-327-7955       661-327-5603                29
## 29          208-472-2222       208-472-2212                 9
## 30          208-472-2222       208-472-2212                 9
## 31          208-472-2222       208-472-2212                 9
## 32          409-840-4444                                   27
## 33          409-840-4444                                   27
## 34          409-840-4444                                   27
## 35          409-840-4444                                     
## 36                                                           
## 37          712-277-3554       712-255-5250                21
## 38          712-277-3554       712-255-5250                21
## 39          712-277-3554       712-255-5250                21
## 40          712-277-3554       712-255-5250                21
## 41          707-444-2323       707-445-9451                28
## 42                                                         28
## 43                                                         28
## 44                                                         28
## 45          541-269-1111       541-269-7464                11
## 46          541-269-1111       541-269-7464                11
## 47          541-269-1111       541-269-7464                11
## 48          406-755-5239       406-752-8002                 9
## 49                                                          9
## 50                                                          9
## 51          530-243-7777       530-243-0217                17
## 52                                                         17
## 53                                                         17
## 54                                                         17
## 55                                                         17
## 56          915-833-8585       915-833-8973                18
## 57          915-833-8585       915-833-8973                18
## 58          915-833-8585       915-833-8973                18
## 59          406-586-0296       406-586-0554                29
## 60                                                         29
## 61                                                         29
## 62          314-436-3030       314-259-5709                31
## 63          314-436-3030       314-259-5709                31
## 64          314-436-3030       314-259-5709                31
## 65          314-436-3030       314-259-5709                31
## 66          515-287-1717       515-287-0064                16
## 67          515-287-1717       515-287-0064                16
## 68          515-287-1717       515-287-0064                16
## 69          515-287-1717       515-287-0064                16
## 70          707-444-2323       707-445-9451                29
## 71                                                         29
## 72          406-721-2063       406-721-2083                13
## 73                                                         13
## 74                                                         13
## 75          775-777-8500       775-777-7758                10
## 76          509-547-0547       509-547-2845                18
## 77          509-547-0547       509-547-2845                18
## 78          509-547-0547       509-547-2845                18
## 79          707-444-2323       707-445-9451                31
## 80          512-835-0042       512-837-6753                34
## 81          512-835-0042       512-837-6753                34
## 82          409-892-6622       409-892-6665                15
## 83          409-892-6622       409-892-6665                15
## 84          409-892-6622       409-892-6665                15
## 85          915-833-8585       915-833-8973                15
## 86          915-833-8585       915-833-8973                15
## 87          915-833-8585       915-833-8973                15
## 88          915-833-8585       915-833-8973                  
## 89          559-255-2600       559-255-9626                36
## 90          559-255-2600       559-255-9626                36
## 91          559-255-2600       559-255-9626                36
## 92          559-255-2600       559-255-9626                36
## 93          800-642-6140       319-395-0987                27
## 94          800-642-6140       319-395-0987                27
## 95          800-642-6140       319-395-0987                27
## 96          800-642-6140       319-395-0987                  
## 97          402-466-5694                                   15
## 98          800-642-6140       319-395-0987                29
## 99          800-642-6140       319-395-0987                29
## 100         800-642-6140       319-395-0987                29
## 101         800-642-6140       319-395-0987                  
## 102         956-366-4444       956-366-4494                18
## 103         956-366-4444       956-366-4494                18
## 104         956-366-4444       956-366-4494                  
## 105         308-743-2494                                   13
## 106         308-743-2494                                   13
## 107         308-743-2494                                     
## 108         308-743-2494                                   27
## 109         308-743-2494                                   27
## 110         308-743-2494                                     
## 111         308-743-2494                                     
## 112         308-743-2494                                     
## 113         217-222-6200       217-228-3164                 7
## 114         217-222-6200       217-228-3164                 7
## 115         217-222-6200       217-228-3164                 7
## 116         509-575-0029       509-248-1218                33
## 117         509-575-0029       509-248-1218                33
## 118         509-575-0029       509-248-1218                33
## 119         801-537-1414                                   19
## 120         801-537-1414                                   19
## 121         801-537-1414                                   19
## 122         801-537-1414                                   19
## 123         530-243-7777       530-243-0217                30
## 124         530-243-7777       530-243-0217                30
## 125         208-746-2636       208-746-4819                32
## 126         208-746-2636       208-746-4819                32
## 127         208-746-2636       208-746-4819                32
## 128         541-746-1600       541-747-0866                22
## 129         541-746-1600       541-747-0866                22
## 130         541-746-1600       541-747-0866                22
## 131         712-277-3554       712-255-5250                32
## 132         712-277-3554       712-255-5250                32
## 133         712-277-3554       712-255-5250                32
## 134         559-255-2600       559-255-9626                28
## 135         559-255-2600       559-255-9626                28
## 136         559-255-2600       559-255-9626                28
## 137         559-255-2600       559-255-9626                28
## 138         559-255-2600       559-255-9626                19
## 139         559-255-2600       559-255-9626                19
## 140         559-255-2600       559-255-9626                19
## 141         559-255-2600       559-255-9626                19
## 142         541-746-1600       541-747-0866                17
## 143         541-746-1600       541-747-0866                17
## 144         541-746-1600       541-747-0866                17
## 145         316-942-2424       316-942-8927                35
## 146         316-942-2424       316-942-8927                35
## 147         316-942-2424       316-942-8927                35
## 148         316-942-2424       316-942-8927                  
## 149         210-366-1129       210-377-4758                32
## 150         210-366-1129       210-377-4758                32
## 151         210-366-1129       210-377-4758                32
## 152         801-839-1139       801-839-1101                 9
## 153         801-839-1139       801-839-1101                 9
## 154         775-856-1100       775-856-3916                20
## 155         775-856-1100       775-856-3916                20
## 156         775-856-1100       775-856-3916                20
## 157         405-843-2525       405-478-4343                33
## 158         405-843-2525       405-478-4343                33
## 159         405-843-2525       405-478-4343                33
## 160         316-942-2424       316-942-8927                14
## 161         316-942-2424       316-942-8927                14
## 162         316-942-2424       316-942-8927                14
## 163         405-843-2525       405-478-4343                24
## 164         405-843-2525       405-478-4343                24
## 165         405-843-2525       405-478-4343                24
## 166         206-404-4000       206-404-4422                30
## 167         206-404-4000       206-404-4422                30
## 168         206-404-4000       206-404-4422                30
## 169         509-575-0029                                   16
## 170         503-241-2411                                   16
## 171         503-241-2411                                   16
## 172         503-241-2411                                   16
## 173         541-672-4481       541-672-4482                19
## 174         541-672-4481       541-672-4482                19
## 175         541-672-4481       541-672-4482                19
## 176         712-277-3554       712-255-5250                30
## 177         712-277-3554       712-255-5250                30
## 178         712-277-3554       712-255-5250                30
## 179         712-277-3554       712-255-5250                30
## 180         402-558-4200       402-554-4279                26
## 181         402-558-4200       402-554-4279                26
## 182         402-558-4200       402-554-4279                26
## 183         712-277-3554       712-255-5250                31
## 184         712-277-3554       712-255-5250                  
## 185         712-277-3554       712-255-5250                  
## 186         712-277-3554       712-255-5250                  
## 187         573-896-5144       573-896-5193                12
## 188         573-896-5144       573-896-5193                12
## 189         573-896-5144       573-896-5193                12
## 190         573-896-5144       573-896-5193                12
## 191         530-243-7777                                    7
## 192                                                         7
## 193                                                         7
## 194                                                         7
## 195         775-322-4444       775-856-3916                 7
## 196         775-322-4444       775-856-3916                 7
## 197         775-322-4444       775-856-3916                 7
## 198         530-243-7777       530-243-0217                21
## 199                                                        21
## 200                                                        21
## 201         775-856-1100       775-856-3916                23
## 202         775-856-1100       775-856-3916                23
## 203         775-856-1100       775-856-3916                23
## 204         316-942-2424       316-942-8927                26
## 205         316-942-2424       316-942-8927                26
## 206         316-942-2424       316-942-8927                26
## 207         316-942-2424       316-942-8927                29
## 208         316-942-2424       316-942-8927                29
## 209         316-942-2424       316-942-8927                29
## 210         361-600-3800                                   19
## 211         361-600-3800                                   19
## 212         361-600-3800                                   19
## 213         702-642-3333                                   22
## 214                                                        22
## 215                                                        22
## 216                                                        22
## 217         541-746-1600       541-747-0866                36
## 218         541-746-1600       541-747-0866                36
## 219         541-746-1600       541-747-0866                36
## 220                                                        40
## 221         361-600-3800                                     
## 222         918-445-8888       918-445-9354                10
## 223         918-445-8888       918-445-9354                10
## 224         918-445-8888       918-445-9354                10
## 225         918-445-8888       918-445-9354                  
## 226         541-773-7373       541-779-0451                10
## 227         541-773-7373       541-779-0451                10
## 228         541-773-7373       541-779-0451                10
## 229         541-773-7373       541-779-0451                10
## 230         406-494-7603       406-494-2572                 6
## 231                                                         6
## 232                                                         6
## 233         660-627-3333       660-627-1885                33
## 234         660-627-3333       660-627-1885                33
## 235         660-627-3333       660-627-1885                33
## 236         325-232-8406                                   22
## 237                                                        22
## 238                                                        22
## 239         325-677-2281                                   20
## 240                                                        20
## 241                                                        20
## 242         530-243-7777       530-243-0217                27
## 243         503-231-4222       503-231-4233                16
## 244         503-231-4222       503-231-4233                16
## 245         503-231-4222       503-231-4233                16
## 246         503-231-4222       503-231-4233                36
## 247         503-231-4222       503-231-4233                36
## 248         503-231-4222       503-231-4233                36
## 249         206-404-5867                                   24
## 250         206-404-5867                                   24
## 251         206-404-5867                                   24
## 252         509-575-0029       509-248-1218                30
## 253         509-575-0029       509-248-1218                30
## 254         509-575-0029       509-248-1218                30
## 255         509-575-0029       509-248-1218                30
## 256         801-839-1139       801-839-1101                34
## 257         801-839-1139       801-839-1101                34
## 258         541-342-4961       541-342-2635                13
## 259         541-342-4961       541-342-2635                13
## 260         541-342-4961       541-342-2635                13
## 261         702-382-2121       702-873-1233                29
## 262         702-382-2121       702-873-1233                29
## 263         702-382-2121       702-873-1233                29
## 264         702-382-2121       702-873-1233                29
## 265                                                        29
## 266         806-373-1787       806-371-7329                12
## 267         806-373-1787       806-371-7329                12
## 268         806-373-1787       806-371-7329                12
## 269         806-373-1787       806-371-7329                12
## 270         806-373-1787       806-371-7329                 7
## 271         806-373-1787       806-371-7329                 7
## 272         806-373-1787       806-371-7329                 7
## 273         806-373-1787       806-371-7329                 7
## 274         509-547-0547                                   15
## 275         509-547-0547                                   15
## 276         509-547-0547                                   15
## 277         509-547-0547                                   15
## 278         308-743-2494                                    6
## 279         308-743-2494                                    6
## 280         308-743-2494                                   29
## 281         308-743-2494                                   29
## 282         361-600-3800                                     
## 283         402-558-4200       402-554-4279                29
## 284         402-558-4200       402-554-4279                29
## 285         402-558-4200       402-554-4279                29
## 286         402-558-4200       402-554-4279                29
## 287         719-596-2100       719-591-4180                28
## 288         719-596-2100       719-591-4180                28
## 289         719-596-2100       719-591-4180                28
## 290         719-596-2100       719-591-4180                28
## 291                                                        28
## 292         205-943-2168       205-250-6788                20
## 293         205-943-2168       205-250-6788                20
## 294         205-943-2168       205-250-6788                20
## 295         205-943-2168       205-250-6788                20
## 296         803-252-5757       803-212-7270                22
## 297         803-252-5757       803-212-7270                22
## 298         803-252-5757       803-212-7270                22
## 299         803-252-5757       803-212-7270                22
## 300         410-467-4545       410-467-5093                26
## 301         410-467-4545       410-467-5093                26
## 302         410-467-4545       410-467-5093                26
## 303         410-467-4545       410-467-5093                26
## 304         205-403-3340       205-403-3329                40
## 305         205-403-3340       205-403-3329                40
## 306         205-403-3340       205-403-3329                40
## 307         205-403-3340       205-403-3329                40
## 308         810-687-1000       810-687-4925                23
## 309         810-687-1000       810-687-4925                23
## 310         810-687-1000       810-687-4925                23
## 311         217-428-2323       217-423-4022                22
## 312         217-428-2323       217-423-4022                22
## 313         217-428-2323       217-423-4022                22
## 314         217-403-9927       217-403-1007                36
## 315         217-403-9927       217-403-1007                36
## 316         217-403-9927       217-403-1007                36
## 317         304-346-5358       304-346-4765                29
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## 326                                                        12
## 327                                                        12
## 328                                                        12
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## 333                                                        15
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## 338         276-645-1555                                    5
## 339                                                         5
## 340                                                         5
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## 347         276-645-1555       276-645-1559                28
## 348                                                        28
## 349                                                        28
## 350                                                        28
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## 358         423-265-0061                                   42
## 359         423-265-0061                                   42
## 360         423-265-0061                                   42
## 361         423-265-0061                                   42
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## 367         352-332-1128                                   29
## 368         352-332-1128                                   29
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## 377         478-743-0742                                   26
## 378         478-743-0742                                   26
## 379         478-743-0742                                   26
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## 383         309-698-2525                                   24
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## 395         217-753-5620       800-263-9720                  
## 396         814-255-7600                                   35
## 397         814-255-7600                                   35
## 398         814-255-7600                                   35
## 399         814-255-7600                                   35
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## 436         864-297-1313       864-297-8085                35
## 437                                                        35
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## 445         352-332-1128                                    8
## 446         352-332-1128                                    8
## 447         352-332-1128                                    8
## 448         352-332-1128                                    8
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## 464         570-970-5600                                   22
## 465         570-970-5600                                   22
## 466         570-970-5600                                   22
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## 473         843-234-9733       843-234-9739                27
## 474                                                        27
## 475         561-844-1212       561-881-0712                13
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## 492         570-970-5600                                   29
## 493         570-970-5600                                   29
## 494         570-970-5600                                   29
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## 508         804-358-3535       804-358-1495                24
## 509                                                        24
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## 513         574-233-3141                                   29
## 514         574-233-3141                                   29
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## 531         570-970-5600                                   34
## 532         570-970-5600                                   34
## 533         570-970-5600                                   34
## 534         570-970-5600                                   34
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## 546         850-576-4990                                   24
## 547         850-576-4990                                   24
## 548         850-576-4990                                   24
## 549         850-576-4990                                   24
## 550                                                        24
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## 554         740-282-9999                                    9
## 555         740-282-9999                                    9
## 556         740-282-9999                                    9
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## 589         410-467-4545       410-467-5093                  
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## 621         252-638-1212       252-638-4141                19
## 622                                                        19
## 623                                                        19
## 624                                                        19
## 625         352-332-1128                                   27
## 626         615-259-5617       615-259-3962                15
## 627         615-259-5617       615-259-3962                15
## 628         615-259-5617       615-259-3962                15
##                                                                                                             News_Schedule_Weekday
## 1                                                                                                                                
## 2                                                                                                                                
## 3                                                                                                                                
## 4                                                                                                                                
## 5                                                                                                                                
## 6                                                                                                                                
## 7                                                                                                 0500-0900, 1100-1200, 2100-2200
## 8                                                                                                                                
## 9                                                                                                                                
## 10                                                                                          17:00-17:30, 18:00-18:30, 22:00-22:30
## 11                                                                                                                               
## 12                                                                                                                               
## 13                                                                                        0430-0700,1600-1730,1800-1900,2300-2330
## 14                                                                                                                               
## 15                                                                                                                               
## 16                                                                                                                               
## 17                                                                0430-0700, 0900-1000, 1130-1200, 1700-1730, 1800-1830,2200-2230
## 18                                                                                                                               
## 19                                                                                                                               
## 20                                                                                                                               
## 21                                                                              0430-0500,0500-0700,1200-1230,1700-1830,2300-2330
## 22                                                                                                                               
## 23                                                                                                                               
## 24                                                                                                                               
## 25                                                                                                  0700-0900,1230-1300,2200-2300
## 26                                                                                                                               
## 27                                                                                                                               
## 28                                                                                                                               
## 29                                                                              0500-0700,1100-1130,1600-1700,1730-1800,2200-2230
## 30                                                                                                                               
## 31                                                                                                                               
## 32                                                                                                  0700-0900,1730-1800,2100-2200
## 33                                                                                                                               
## 34                                                                                                                               
## 35                                                                                                                               
## 36                                                                                                                               
## 37                                                                                                                               
## 38                                                                                                                               
## 39                                                                                                                               
## 40                                                                                                                               
## 41                                                                                                                               
## 42                                                                                                                               
## 43                                                                                                                               
## 44                                                                                                                               
## 45                                                                                                                               
## 46                                                                                                                               
## 47                                                                                                                               
## 48                                                                                     0500-0700, 1700-1730, 1800-1830, 2200-2235
## 49                                                                                                                               
## 50                                                                                                                               
## 51                                                                                                                    22:00-22:30
## 52                                                                                                                               
## 53                                                                                                                               
## 54                                                                                                                               
## 55                                                                                                                               
## 56                                                                                      0500-0700, 1200-1230, 1730-1800,2200-2230
## 57                                                                                                                               
## 58                                                                                                                               
## 59                                                                                                                               
## 60                                                                                                                               
## 61                                                                                                                               
## 62                                                                                                                               
## 63                                                                                                                               
## 64                                                                                                                               
## 65                                                                                                                               
## 66                                                                                                                      2100-2200
## 67                                                                                                                               
## 68                                                                                                                               
## 69                                                                                                                               
## 70                                                                                                                               
## 71                                                                                                                               
## 72                                                                                     0500-0700, 1700-1730, 1800-1830, 2200-2235
## 73                                                                                                                               
## 74                                                                                                                               
## 75                                                                                                                      0600-0630
## 76                                                                                        0500-0700,1700-1730,1800-1830,2300-2335
## 77                                                                                                                               
## 78                                                                                                                               
## 79                                                                                                                               
## 80                                                                              0430-0700,1700-1730,1800-1830,1830-1900,2200-2230
## 81                                                                                                            1700-1730,2200-2230
## 82                                                                              0430-0700,1200-1230,1700-1730,1800-1830,2200-2235
## 83                                                                                                                               
## 84                                                                                                                               
## 85                                                                                                  0500-0900,1700-1800,2100-2200
## 86                                                                                                                               
## 87                                                                                                                               
## 88                                                                                                                               
## 89                                                                                                                               
## 90                                                                                                                               
## 91                                                                                                                               
## 92                                                                                                                               
## 93                                                                                                            0700-0800,2100-2200
## 94                                                                                                                               
## 95                                                                                                                               
## 96                                                                                                                               
## 97                                                                                                                      2100-2130
## 98                                                                              0500-0700,1200-1230,1700-1730,1800-1830,2200-2230
## 99                                                                                                                               
## 100                                                                                                                              
## 101                                                                                                                              
## 102                                                                                                                              
## 103                                                                                                                              
## 104                                                                                                                              
## 105                                                                   0500-0700,1200-1300,1700-1730,1800-1830,1830-1900,2200-2235
## 106                                                                                                                              
## 107                                                                                                                              
## 108                                                                                                                              
## 109                                                                                                                              
## 110                                                                                                                              
## 111                                                                                                                              
## 112                                                                                                                              
## 113                                                                                       0500-0700,1700-1730,1800-1830,2200-2230
## 114                                                                                                                              
## 115                                                                                                                              
## 116                                                                                                          1700-1730, 1800-1830
## 117                                                                                                                              
## 118                                                                                                                              
## 119                                                                                                           0800-0900,2100-2130
## 120                                                                                                                              
## 121                                                                                                                              
## 122                                                                                                                              
## 123                                                                                                                              
## 124                                                                                                                              
## 125                                                                                                 1700-1730,1800-1830,2300-2330
## 126                                                                                                                              
## 127                                                                                                                              
## 128                                                                                                                              
## 129                                                                                                                              
## 130                                                                                                                              
## 131                                                                                                 0500-0700,1700-1730,2200-2235
## 132                                                                                                                              
## 133                                                                                                                              
## 134                                                                                       0500-1000,1130-1200,1900-2000,2200-2300
## 135                                                                                                                              
## 136                                                                                                                              
## 137                                                                                                                              
## 138                                                                                                                              
## 139                                                                                                                              
## 140                                                                                                                              
## 141                                                                                                                              
## 142                                                                                      0500-0700, 1700-1800,1830-1900,2300-2330
## 143                                                                                                                              
## 144                                                                                                                              
## 145                                                                                                                              
## 146                                                                                                                              
## 147                                                                                                                              
## 148                                                                                                                              
## 149                                                                                                                              
## 150                                                                                                                              
## 151                                                                                                                              
## 152                                                                                                           1900-1930,2230-2300
## 153                                                                                                                              
## 154                                                                                                                              
## 155                                                                                                                              
## 156                                                                                                                              
## 157                                                                                                                              
## 158                                                                                                                              
## 159                                                                                                                              
## 160                                                                                                                              
## 161                                                                                                                              
## 162                                                                                                                              
## 163                                                                                       0500-0900,1100-1200,1700-1800,2100-2130
## 164                                                                                                                              
## 165                                                                                                                              
## 166                                                                             0430-0700,1100-1200,1600-1730,1800-1900,2300-2335
## 167                                                                                                                              
## 168                                                                                                                              
## 169                                                                                                                     1800-1830
## 170                                                                                                                              
## 171                                                                                                                              
## 172                                                                                                                              
## 173                                                                                                                              
## 174                                                                                                                              
## 175                                                                                                                              
## 176                                                                                                                     2100-2130
## 177                                                                                                                              
## 178                                                                                                                              
## 179                                                                                                                              
## 180                                                                                                                     2100-2200
## 181                                                                                                                              
## 182                                                                                                                              
## 183                                                                                                                              
## 184                                                                                                                              
## 185                                                                                                                              
## 186                                                                                                                              
## 187                                                                   0430-0500,0500-0700,1200-1230,1700-1730,1800-1830,2200-2230
## 188                                                                                                                              
## 189                                                                                                                              
## 190                                                                                                                              
## 191                                                                                5:00-7:00; 17:00-1800, 18:30-1900, 23:00-23:35
## 192                                                                                                                              
## 193                                                                                                                              
## 194                                                                                                                              
## 195                                                                          0500-0700,1600-1630, 1700-1730, 1800-1900, 2300-2330
## 196                                                                                                                              
## 197                                                                                                                              
## 198                                                                                                                              
## 199                                                                                                                              
## 200                                                                                                                              
## 201                                                                                                           0700-0900,1200-1230
## 202                                                                                                                              
## 203                                                                                                                              
## 204                                                                                                                     2100-2130
## 205                                                                                                                              
## 206                                                                                                                              
## 207                                                                                                                              
## 208                                                                                                                              
## 209                                                                                                                              
## 210                                                                                                                              
## 211                                                                                                                              
## 212                                                                                                                              
## 213                                                      0400-0700, 1200-1300,1500-1600,1700-1730, 1800-1900,1900-1930, 2300-2330
## 214                                                                                                                              
## 215                                                                                                                              
## 216                                                                                                                              
## 217                                                                                                                              
## 218                                                                                                                              
## 219                                                                                                                              
## 220                                                                                                                              
## 221                                                                                                                              
## 222                                                              0430-0700, 1100-1200, 1600-1630, 1700-1730, 1800-1830, 2200-2230
## 223                                                                                                                              
## 224                                                                                                                              
## 225                                                                                                                              
## 226                                                                             0455-0700,1200-1230,1700-1730,1800-1835,2300-2335
## 227                                                                                                                              
## 228                                                                                                                              
## 229                                                                                                                              
## 230                                                                                      0500-0700, 1700-1730, 18-1830, 2200-2235
## 231                                                                                                                              
## 232                                                                                                                              
## 233                                                                                       0530-0700,1700-1730,1800-0830,2200-2235
## 234                                                                                                                     1830-1900
## 235                                                                                                                              
## 236                                                                                      0500-0700,1700-1730, 1800-1830,2200-2230
## 237                                                                                                                              
## 238                                                                                                                              
## 239                                                                                       0500-0700,1700-1730 1800-1830,2200-2230
## 240                                                                                                                              
## 241                                                                                                                              
## 242                                                                                                                              
## 243                                                                                                          1800-1830, 2300-2330
## 244                                                                                                                              
## 245                                                                                                                              
## 246                                                                                                          1800-1830, 2300-2330
## 247                                                                                                                              
## 248                                                                                                                              
## 249                                                                                                          1800-1830, 2200-2230
## 250                                                                                                                              
## 251                                                                                                                              
## 252                                                                                                          1830-1900, 2330-2400
## 253                                                                                                                              
## 254                                                                                                                              
## 255                                                                                                                              
## 256                                                                   0430-0800,1200-1300,1300-1400,1700-1730,1800-1830,2200-2235
## 257                                                                                                                              
## 258                                                                 0500-0700, 0900-1000, 1200-1230,1700-1730,1800-1830,2300-2330
## 259                                                                                                                              
## 260                                                                                                                              
## 261                                                                                                           0700-0900,1000-1030
## 262                                                                                                                              
## 263                                                                                                                              
## 264                                                                                                                              
## 265                                                                                                                              
## 266                                                                                                                              
## 267                                                                                                                              
## 268                                                                                                                              
## 269                                                                                                                              
## 270                                                                             0430-0700,1100-1130,1700-1730,1800-1830,2200-2235
## 271                                                                                                                              
## 272                                                                                                                              
## 273                                                                                                                              
## 274                                                                                                                     1800-1830
## 275                                                                                                                              
## 276                                                                                                                              
## 277                                                                                                                              
## 278                                                                                                                              
## 279                                                                                                                              
## 280                                                                                                                              
## 281                                                                                                                              
## 282                                                                                                                              
## 283                                                                                                                              
## 284                                                                                                                              
## 285                                                                                                                              
## 286                                                                                                                              
## 287                                                                                                           0700-0800,2100-2130
## 288                                                                                                                              
## 289                                                                                                                              
## 290                                                                                                                              
## 291                                                                                                                              
## 292                                                                                                                              
## 293                                                                                                                              
## 294                                                                                                                              
## 295                                                                                                                              
## 296                                                                                                0500-0900,1700-1730, 2200-2300
## 297                                                                                                                              
## 298                                                                                                                              
## 299                                                                                                                              
## 300                                                                                                 0430-1000,1600-1800,2200-2330
## 301                                                                                                                              
## 302                                                                                                                              
## 303                                                                                                                              
## 304                                        0430-0700, 1100-1130, 1130-1200, 1600-1630, 1630-1700, 1700-1730, 1800-1830, 2200-2235
## 305                                                                                                                              
## 306                                                                                                                              
## 307                                                                                                                              
## 308                                                                                                                              
## 309                                                                                                                              
## 310                                                                                                                              
## 311                                                                                                          0600-0800, 2100-2200
## 312                                                                                                                              
## 313                                                                                                                              
## 314                                                                                                           1730-1800,2100-2200
## 315                                                                                                                              
## 316                                                                                                                              
## 317                                                                                       0500-0700,1200-1300,1700-1830,2300-2330
## 318                                                                                                                              
## 319                                                                                                                              
## 320                                                                                                                              
## 321                                                                                                                              
## 322                                                                         0430-0700, 1700-1800, 1800-1830, 1900-1930, 2300-2330
## 323                                                                                                                              
## 324                                                                                                                              
## 325                                                                             04:30-7:00, 12:00-12:30, 17:00-18:30, 23:00-23:35
## 326                                                                                                                              
## 327                                                                                                                              
## 328                                                                                                                              
## 329                                                                                                                              
## 330                                                                                                                              
## 331                                                                                                                              
## 332                                                                                                                              
## 333                                                                                                                              
## 334                                                                                                 0700-0800,2200-2230,2230-2300
## 335                                                                                                                              
## 336                                                                                                                              
## 337                                                                                                                              
## 338                                                                                    0430-0700, 1200-1300, 1700-1830, 2300-2335
## 339                                                                                                                              
## 340                                                                                                                              
## 341                                                                                                                              
## 342                                                                                                                              
## 343                                                                                                                              
## 344                                                              0430-0700,1100-1130,1600-1700,1700-1730,1800-1830,1830,2200-2300
## 345                                                                                                                              
## 346                                                                                                                              
## 347                                                                                                                     2200-2300
## 348                                                                                                                              
## 349                                                                                                                              
## 350                                                                                                                              
## 351                                                                                                0500-0700, 1700-1830,2300-2330
## 352                                                                                                                              
## 353                                                                                                                              
## 354                                                                                                                              
## 355                                                                                                                     2100-2130
## 356                                                                                                                              
## 357                                                                                                                              
## 358                                                                                                                              
## 359                                                                                                                              
## 360                                                                                                                              
## 361                                                                                                                              
## 362                                                                                                                     2200-2300
## 363                                                                                                                              
## 364                                                                                                                              
## 365                                                                                                                              
## 366                                                                                                          1800-1830, 2300-2330
## 367                                                                                                                              
## 368                                                                                                                              
## 369                                                                         0430-0700, 1200-1230, 1700-1830, 1900-1930, 2300-2330
## 370                                                                                                                              
## 371                                                                                                                              
## 372                                                                                                                              
## 373                                                                                                                              
## 374                                                                                                                              
## 375                                                                                                           1830-1900,2300-2330
## 376                                                                                                                              
## 377                                                                                                0700-0900, 1700-1800,2200-2300
## 378                                                                                               0600-0700, 1800-1830, 2300-2335
## 379                                                                                                                              
## 380                                                                                       0500-0700,1200-1230,1700-1830,2300-2330
## 381                                                                                                                              
## 382                                                                                                                              
## 383                                                                                                                              
## 384                                                                                      0500-0700, 12-1230, 1700-1830, 2300-2335
## 385                                                                                                                              
## 386                                                                                                                     2200-2230
## 387                                                                                                                              
## 388                                                                                                                              
## 389                                                                                                                              
## 390                                                                                                                              
## 391                                                                                                                              
## 392                                                                             0500-0700,1100-1130,1700-1730,1800-1830,2200-2235
## 393                                                                                                                              
## 394                                                                                                                              
## 395                                                                                                                              
## 396                                                                             0500-0700,1200-1230,1700-1800,1800-1830,2300-2330
## 397                                                                                                                              
## 398                                                                                                                              
## 399                                                                                                                              
## 400 0430-0500, 0500-0530, 0530-0600, 0600-0700,1200-1230, 1700-1730,1730-1800, 1800-1830,1900-19:30, 22:00-22:30 (METV) 2300-2330
## 401                                                                                                                              
## 402                                                                                                                              
## 403                                                                                                                              
## 404                                                              600-1000, 1000-1100, 1100-1200, 1400-1900, 2000-2100, 2200-2230.
## 405                                                                                                                              
## 406                                                                                                                              
## 407                                                                                                                              
## 408                                                                                                                     1900-1930
## 409                                                                                                                              
## 410                                                                                                                              
## 411                                                                                                 0427-0700,1800-1830,2300-2335
## 412                                                                                                                              
## 413                                                                                                                              
## 414                                                                                                                              
## 415                                                                           0430-0700, 0900-1000, 1200-1230,1600-1830,2300-2335
## 416                                                                                                                              
## 417                                                                                                                              
## 418                                                                                                                     2200-2230
## 419                                                                                                                              
## 420                                                                                                                              
## 421                                                                                                                              
## 422                                                                                       0430-0700,1200-1300,1700-1830,2300-2330
## 423                                                                                                                              
## 424                                                                                                                              
## 425                                                                                                                              
## 426                                                                                    0430-0900, 1700-1800, 2100-2200, 2200-2230
## 427                                                                                                                              
## 428                                                                                                                              
## 429                                                                                                                     2100-2200
## 430                                                                                                                              
## 431                                                                                                                              
## 432                                                                                                                              
## 433                                                                                                           1830-1900,2200-2235
## 434                                                                                                                              
## 435                                                                                                                              
## 436                                                                                                                              
## 437                                                                                                                              
## 438                                                                                                                              
## 439                                                                                                                              
## 440                                                                                                                              
## 441                                                                                                                     1600-1630
## 442                                                                                                                              
## 443                                                                                                                              
## 444                                                                                                                              
## 445                                                                                                           1800-1830 2300-2330
## 446                                                                                                                              
## 447                                                                                                                              
## 448                                                                                                                              
## 449                                                                                                                              
## 450                                                                                                                              
## 451                                                                                                                              
## 452                                                                                                                              
## 453                                                                                                 0630-0700,1800-1830,2300-2330
## 454                                                                                                                              
## 455                                                                                                                              
## 456                                                                                                                              
## 457                                                                                                                              
## 458                                                                                                                              
## 459                                                                                                                              
## 460                                                                                                                              
## 461                                                                   0430-0700,1200-1300,1700-1730,1800-1830,1830-1900,2200-2230
## 462                                                                                                                              
## 463                                                                                                                              
## 464                                                                                                                     2200-2300
## 465                                                                                                                              
## 466                                                                                                                              
## 467                                                                                                 0430-0700,1700-1830,2300-2330
## 468                                                                                                                              
## 469                                                                                                                              
## 470                                                                             0500-0700,1700-1800,1800-1830,1900-1930,2300-2330
## 471                                                                                                                              
## 472                                                                                                                              
## 473                                                                                                                              
## 474                                                                                                                              
## 475                                                         0430-0700,0900-1000,1200-1230,1500-1530,1700-1800,1800-1830,2300-2330
## 476                                                                                                                              
## 477                                                                                                                              
## 478                                                                                                          0700-0900, 2200-2300
## 479                                                                                                                              
## 480                                                                                                                              
## 481                                                                                                                              
## 482                                                                                                                     2200-2300
## 483                                                                                                                              
## 484                                                                                                                              
## 485                                                                             0500-0700,1200-1230,1700-1730,1800-1830,2200-2230
## 486                                                                                                                              
## 487                                                                                                                              
## 488                                                                                                                              
## 489                                                                                                                              
## 490                                                                                                                              
## 491                                                                                                                              
## 492                                                                                                                              
## 493                                                                                                                              
## 494                                                                                                                              
## 495                                                                                                                              
## 496                                                                                                                              
## 497                                                                                                                              
## 498                                                                                       0430-0700,1200-1230,1700-1900,2300-2330
## 499                                                                                                                              
## 500                                                                                                                              
## 501                                                                                                 0700-0900,1830-1900,2200-2300
## 502                                                                                                                              
## 503                                                                                                                              
## 504                                                                                                                              
## 505                                                                                                          0700-0800, 2200-2300
## 506                                                                                                                              
## 507                                                                                                                              
## 508                                                                                                                              
## 509                                                                                                                              
## 510                                                                                                 0700-0800,1730-1800,2100-2200
## 511                                                                                                                              
## 512                                                                                                                              
## 513                                                    0500-0700,1600-1700, 1700-1730, 1730-1800, 1800-1830, 1200-1230, 2300-2330
## 514                                                                                                           0700-0900,2200-2300
## 515                                                   0500-0700, 1200-1230, 1700-1730, 1730-1800, 1800-1830, 1900-1930, 2300-2330
## 516                                                                                                                              
## 517                                                                                                                              
## 518                                                                                                                              
## 519                                                                                                           0700-0900,2200-2300
## 520                                                                                                                              
## 521                                                                                                                              
## 522                                                                                                                              
## 523                                                                                                 0400-0700,1700-1830,2300-2330
## 524                                                                                                                              
## 525                                                                                                                              
## 526                                                                                                                     2200-2300
## 527                                                                                                           0700-0900,2200-2230
## 528                                                                                                                              
## 529                                                                                                                              
## 530                                                                                                                              
## 531                                                                                                                              
## 532                                                                                                                              
## 533                                                                                                                              
## 534                                                                                                                              
## 535                                                                         0425-0700,1200-1300,1700-1830, 19:00-19:30, 2300-2335
## 536                                                                                                                              
## 537                                                                                                                              
## 538                                                                                                                              
## 539                                                                                                                              
## 540                                                                                                                              
## 541                                                                                                                              
## 542                                                                                                                     2200-2300
## 543                                                                                                                              
## 544                                                                                                                              
## 545                                                                                                                              
## 546                                                                                                                              
## 547                                                                                                                              
## 548                                                                                                                              
## 549                                                                                                                              
## 550                                                                                                                              
## 551                                                                                                                              
## 552                                                                                                                              
## 553                                                                                                                              
## 554                                                                                       0500-0700,1200-1230,1700-1830,2300-2335
## 555                                                                                                           0700-0900,2200-2300
## 556                                                                                                                              
## 557                                                                                                          0630-1000, 2200-2300
## 558                                                                                                                              
## 559                                                                                                                              
## 560                                                                                                                              
## 561                                                                                                                              
## 562                                                                                                                              
## 563                                                                                                                              
## 564                                                                                      0430-0700, 1200-1230,1700-1830,2300-2335
## 565                                                                                                           0700-0900,2200-2230
## 566                                                                                                                              
## 567                                                                                       0500-0700,1200-1230,1700-1830,2300-2330
## 568                                                                                                                              
## 569                                                                                                                              
## 570                                                                                                                     2200-2230
## 571                                                                                                                              
## 572                                                                                                                              
## 573                                                                                                                              
## 574                                                                                                                              
## 575                                                                                                                              
## 576                                                                                                                              
## 577                                                                                                                              
## 578                                                                                                                              
## 579                                                                                                                              
## 580                                                                                                                              
## 581                                                                                                                              
## 582                                                                                                                              
## 583                                                                                                                              
## 584                                                                                                          0700-0900,2200-23000
## 585                                                                                                                              
## 586                                                                                                                              
## 587                                                                                                                              
## 588                                                                                                                              
## 589                                                                                                                              
## 590                                                                                                                              
## 591                                                                                                                              
## 592                                                                                                                     2200-2230
## 593                                                                                                                              
## 594                                                                                                                              
## 595                                                                                                                              
## 596                                                                                                                              
## 597                                                                                                                              
## 598                                                                                                 0600-0800,1830-1900,2200-2230
## 599                                                                                                                              
## 600                                                                                                                              
## 601                                                                                                                              
## 602                                                                                                                              
## 603                                                                                                                              
## 604                                                                                                             1800-1830 (M-W-F)
## 605                                                                                                                              
## 606                                                                                                                              
## 607                                                                                                                              
## 608                                                                                                                              
## 609                                                                                                                              
## 610                                                                                                                     0700-0800
## 611                                                                                                                              
## 612                                                                                                                              
## 613                                                                                                                              
## 614                                                                                       0430-0700,1200-1230,1700-1830,2300-2330
## 615                                                                                                                     2200-2230
## 616                                                                                                                              
## 617                                                                                              0630-0700,, 1800-1830, 2300-2330
## 618                                                                                                                              
## 619                                                                                                                              
## 620                                                                                                                              
## 621                                                                                                        7:00-8:00, 22:00-23:00
## 622                                                                                                                              
## 623                                                                                                                              
## 624                                                                                                                              
## 625                                                                                                                              
## 626                                                                                                0400-0900, 1730-1800,2100-2235
## 627                                                                                                                              
## 628                                                                                                                              
##                                               News_Schedule_Saturday
## 1                                                                   
## 2                                                                   
## 3                                                                   
## 4                                                                   
## 5                                                                   
## 6                                                                   
## 7                                                          2100-2200
## 8                                                                   
## 9                                                                   
## 10                                                                  
## 11                                                                  
## 12                                                                  
## 13                           0700-0900,1700-1730,1800-1830,2300-2330
## 14                                                                  
## 15                                                                  
## 16                                                                  
## 17                                   0800-1000, 1800-1830, 2200-2230
## 18                                                                  
## 19                                                                  
## 20                                                                  
## 21                          1700-1730,1800-1830,1830-1900, 2300-2330
## 22                                                                  
## 23                                                                  
## 24                                                                  
## 25                                                         2200-2230
## 26                                                                  
## 27                                                                  
## 28                                                                  
## 29                                               1730-1800,2200-2230
## 30                                                                  
## 31                                                                  
## 32                                                         2100-2130
## 33                                                                  
## 34                                                                  
## 35                                                                  
## 36                                                                  
## 37                                                                  
## 38                                                                  
## 39                                                                  
## 40                                                                  
## 41                                                                  
## 42                                                                  
## 43                                                                  
## 44                                                                  
## 45                                                                  
## 46                                                                  
## 47                                                                  
## 48                                               1700-1730-2200-2235
## 49                                                                  
## 50                                                                  
## 51                                                       22:00-22;30
## 52                                                                  
## 53                                                                  
## 54                                                                  
## 55                                                                  
## 56                                               1730-1800,2200-2230
## 57                                                                  
## 58                                                                  
## 59                                                                  
## 60                                                                  
## 61                                                                  
## 62                                                                  
## 63                                                                  
## 64                                                                  
## 65                                                                  
## 66                                                                  
## 67                                                                  
## 68                                                                  
## 69                                                                  
## 70                                                                  
## 71                                                                  
## 72                                              1700-1730, 2200-2235
## 73                                                                  
## 74                                                                  
## 75                                                                  
## 76                                               1830-1900,2300-2330
## 77                                                                  
## 78                                                                  
## 79                                                                  
## 80                                               1800-1830,2200-2230
## 81                                                                  
## 82                                               1800-1830,2200-2230
## 83                                                                  
## 84                                                                  
## 85                                                         2100-2130
## 86                                                                  
## 87                                                                  
## 88                                                                  
## 89                                                                  
## 90                                                                  
## 91                                                                  
## 92                                                                  
## 93                                                         2100-2200
## 94                                                                  
## 95                                                                  
## 96                                                                  
## 97                                                                  
## 98                                               1800-1830,2200-2235
## 99                                                                  
## 100                                                                 
## 101                                                                 
## 102                                                                 
## 103                                                                 
## 104                                                                 
## 105                                              1800-1830,2200-2230
## 106                                                                 
## 107                                                                 
## 108                                                                 
## 109                                                                 
## 110                                                                 
## 111                                                                 
## 112                                                                 
## 113                                                        2200-2230
## 114                                                                 
## 115                                                                 
## 116                                                                 
## 117                                                                 
## 118                                                                 
## 119                                                                 
## 120                                                                 
## 121                                                                 
## 122                                                                 
## 123                                                                 
## 124                                                                 
## 125                                                                 
## 126                                                                 
## 127                                                                 
## 128                                                                 
## 129                                                                 
## 130                                                                 
## 131                                                        2200-2230
## 132                                                                 
## 133                                                                 
## 134                                                        2200-2300
## 135                                                                 
## 136                                                                 
## 137                                                                 
## 138                                                                 
## 139                                                                 
## 140                                                                 
## 141                                                                 
## 142                                              1830-1900,2300-2330
## 143                                                                 
## 144                                                                 
## 145                                                                 
## 146                                                                 
## 147                                                                 
## 148                                                                 
## 149                                                                 
## 150                                                                 
## 151                                                                 
## 152                                                                 
## 153                                                                 
## 154                                                                 
## 155                                                                 
## 156                                                                 
## 157                                                                 
## 158                                                                 
## 159                                                                 
## 160                                                                 
## 161                                                                 
## 162                                                                 
## 163                                                        2100-2200
## 164                                                                 
## 165                                                                 
## 166                0600-0700,0800-0900,1700-1730,1800-1900,2300-2335
## 167                                                                 
## 168                                                                 
## 169                                                                 
## 170                                                                 
## 171                                                                 
## 172                                                                 
## 173                                                                 
## 174                                                                 
## 175                                                                 
## 176                                                                 
## 177                                                                 
## 178                                                                 
## 179                                                                 
## 180                                                                 
## 181                                                                 
## 182                                                                 
## 183                                                                 
## 184                                                                 
## 185                                                                 
## 186                                                                 
## 187                                              1800-1830,2200-2230
## 188                                                                 
## 189                                                                 
## 190                                                                 
## 191                              1730-18:00, 18:30-1900, 23:00-23:30
## 192                                                                 
## 193                                                                 
## 194                                                                 
## 195                                              1700-1730,2300-2330
## 196                                                                 
## 197                                                                 
## 198                                                                 
## 199                                                                 
## 200                                                                 
## 201                                                                 
## 202                                                                 
## 203                                                                 
## 204                                                        2100-2130
## 205                                                                 
## 206                                                                 
## 207                                                                 
## 208                                                                 
## 209                                                                 
## 210                                                                 
## 211                                                                 
## 212                                                                 
## 213                          0600-0700,1700-1730,1800-1830,2300-2330
## 214                                                                 
## 215                                                                 
## 216                                                                 
## 217                                                                 
## 218                                                                 
## 219                                                                 
## 220                                                                 
## 221                                                                 
## 222                                             1800-1830, 2200-2300
## 223                                                                 
## 224                                                                 
## 225                                                                 
## 226                                              1800-1830,2300-2330
## 227                                                                 
## 228                                                                 
## 229                                                                 
## 230                                             1700-1730, 2200-2235
## 231                                                                 
## 232                                                                 
## 233                                                        2200-2230
## 234                                                                 
## 235                                                                 
## 236                                            18:00-18:30,2300-2330
## 237                                                                 
## 238                                                                 
## 239                                            18:00-18:30,2300-2330
## 240                                                                 
## 241                                                                 
## 242                                                                 
## 243                                                                 
## 244                                                                 
## 245                                                                 
## 246                                                                 
## 247                                                                 
## 248                                                                 
## 249                                                                 
## 250                                                                 
## 251                                                                 
## 252                                                        2330-2400
## 253                                                                 
## 254                                                                 
## 255                                                                 
## 256                                    0700-0800,1700-1800,2200-2235
## 257                                                                 
## 258                                              1800-1830,2300-2330
## 259                                                                 
## 260                                                                 
## 261                                                        1000-1030
## 262                                                                 
## 263                                                                 
## 264                                                                 
## 265                                                                 
## 266                                                                 
## 267                                                                 
## 268                                                                 
## 269                                                                 
## 270                                              1800-1830,2200-2235
## 271                                                                 
## 272                                                                 
## 273                                                                 
## 274                                                                 
## 275                                                                 
## 276                                                                 
## 277                                                                 
## 278                                                                 
## 279                                                                 
## 280                                                                 
## 281                                                                 
## 282                                                                 
## 283                                                                 
## 284                                                                 
## 285                                                                 
## 286                                                                 
## 287                                                                 
## 288                                                                 
## 289                                                                 
## 290                                                                 
## 291                                                                 
## 292                                                                 
## 293                                                                 
## 294                                                                 
## 295                                                                 
## 296                                                        2200-2230
## 297                                                                 
## 298                                                                 
## 299                                                                 
## 300                                              0700-1000,2200-2300
## 301                                                                 
## 302                                                                 
## 303                                                                 
## 304                                             1800-1830, 2200-2235
## 305                                                                 
## 306                                                                 
## 307                                                                 
## 308                                                                 
## 309                                                                 
## 310                                                                 
## 311                                                                 
## 312                                                                 
## 313                                                                 
## 314                                                                 
## 315                                                                 
## 316                                                                 
## 317                                              1800-1830,2300-2330
## 318                                                                 
## 319                                                                 
## 320                                                                 
## 321                                                                 
## 322                                             1800-1830, 2300-2330
## 323                                                                 
## 324                                                                 
## 325                              7:00-8:00, 18:00-18:30, 23:00-23:30
## 326                                                                 
## 327                                                                 
## 328                                                                 
## 329                                                                 
## 330                                                                 
## 331                                                                 
## 332                                                                 
## 333                                                                 
## 334                                                                 
## 335                                                                 
## 336                                                                 
## 337                                                                 
## 338                                  0700-0800, 1800-1830, 2300-2300
## 339                                                                 
## 340                                                                 
## 341                                                                 
## 342                                                                 
## 343                                                                 
## 344                                    0600-0700,1800-1900,2200-2235
## 345                                                                 
## 346                                                                 
## 347                                                        2200-2300
## 348                                                                 
## 349                                                                 
## 350                                                                 
## 351                                              1800-1830,2300-2330
## 352                                                                 
## 353                                                                 
## 354                                                                 
## 355                                                                 
## 356                                                                 
## 357                                                                 
## 358                                                                 
## 359                                                                 
## 360                                                                 
## 361                                                                 
## 362                                                                 
## 363                                                                 
## 364                                                                 
## 365                                                                 
## 366                                                                 
## 367                                                                 
## 368                                                                 
## 369                                             1800-1830, 2300-2330
## 370                                                                 
## 371                                                                 
## 372                                                                 
## 373                                                                 
## 374                                                                 
## 375                                                                 
## 376                                                                 
## 377                                                                 
## 378                                                                 
## 379                                                                 
## 380                                              1800-1830,2300-2330
## 381                                                                 
## 382                                                                 
## 383                                                                 
## 384                                              1800-1830,2300-2330
## 385                                                                 
## 386                                                        2200-2230
## 387                                                                 
## 388                                                                 
## 389                                                                 
## 390                                                                 
## 391                                                                 
## 392                                              1800-1830,2200-2235
## 393                                                                 
## 394                                                                 
## 395                                                                 
## 396                                              1800-1830,2300-2330
## 397                                                                 
## 398                                                                 
## 399                                                                 
## 400 0600-0700, 0700-0800, 0900-1000, 1800-1830, 1900-1930, 2300-2330
## 401                                                                 
## 402                                                                 
## 403                                                                 
## 404                        0700-1230,1300-1430, 1700-1800, 2200-2330
## 405                                                                 
## 406                                                                 
## 407                                                                 
## 408                                                                 
## 409                                                                 
## 410                                                                 
## 411                                              1800-1830,2300-2335
## 412                                                                 
## 413                                                                 
## 414                                                                 
## 415                                    0500-0800,1800-1830,2300-2335
## 416                                                                 
## 417                                                                 
## 418                                                        2200-2230
## 419                                                                 
## 420                                                                 
## 421                                                                 
## 422                                    0600-0800,1800-1830,2300-2330
## 423                                                                 
## 424                                                                 
## 425                                                                 
## 426                                             0600-0900, 2100-2200
## 427                                                                 
## 428                                                                 
## 429                                                        2100-2200
## 430                                                                 
## 431                                                                 
## 432                                                                 
## 433                                                       22:00-2235
## 434                                                                 
## 435                                                                 
## 436                                                                 
## 437                                                                 
## 438                                                                 
## 439                                                                 
## 440                                                                 
## 441                                                                 
## 442                                                                 
## 443                                                                 
## 444                                                                 
## 445                                                                 
## 446                                                                 
## 447                                                                 
## 448                                                                 
## 449                                                                 
## 450                                                                 
## 451                                                                 
## 452                                                                 
## 453                                                                 
## 454                                                                 
## 455                                                                 
## 456                                                                 
## 457                                                                 
## 458                                                                 
## 459                                                                 
## 460                                                                 
## 461                                             1700-1730, 2200-2230
## 462                                                                 
## 463                                                                 
## 464                                                        2200-2300
## 465                                                                 
## 466                                                                 
## 467                                              1800-1830,2300-2330
## 468                                                                 
## 469                                                                 
## 470                          0700-0800,0900-1000,1800-1830,2300-2330
## 471                                                                 
## 472                                                                 
## 473                                                                 
## 474                                                                 
## 475                                   0500-0700,1800-1830, 2300-2330
## 476                                                                 
## 477                                                                 
## 478                                                        2200-2230
## 479                                                                 
## 480                                                                 
## 481                                                                 
## 482                                                        2200-2230
## 483                                                                 
## 484                                                                 
## 485                                              1700-1730,2200-2230
## 486                                                                 
## 487                                                                 
## 488                                                                 
## 489                                                                 
## 490                                                                 
## 491                                                                 
## 492                                                                 
## 493                                                                 
## 494                                                                 
## 495                                                                 
## 496                                                                 
## 497                                                                 
## 498                                    0600-0800,1800-1830,2300-2330
## 499                                                                 
## 500                                                                 
## 501                                                        2200-2230
## 502                                                                 
## 503                                                                 
## 504                                                                 
## 505                                                        2200-2230
## 506                                                                 
## 507                                                                 
## 508                                                                 
## 509                                                                 
## 510                                                        2100-2130
## 511                                                                 
## 512                                                                 
## 513                                   0630-0900, 1800-1830,2300-2330
## 514                                                        2200-2230
## 515                                             1800-1830, 2300-2330
## 516                                                                 
## 517                                                                 
## 518                                                                 
## 519                                                        2200-2230
## 520                                                                 
## 521                                                                 
## 522                                                                 
## 523                          0600-0700,0900-1000,1800-1830,2300-2330
## 524                                                                 
## 525                                                                 
## 526                                                        2200-2230
## 527                                                        2200-2235
## 528                                                                 
## 529                                                                 
## 530                                                                 
## 531                                                                 
## 532                                                                 
## 533                                                                 
## 534                                                                 
## 535                                    0500-0800,1800-1830,2300-2335
## 536                                                                 
## 537                                                                 
## 538                                                                 
## 539                                                                 
## 540                                                                 
## 541                                                                 
## 542                                                        2200-2230
## 543                                                                 
## 544                                                                 
## 545                                                                 
## 546                                                                 
## 547                                                                 
## 548                                                                 
## 549                                                                 
## 550                                                                 
## 551                                                                 
## 552                                                                 
## 553                                                                 
## 554                                    0900-1000,1800-1830,2300-2330
## 555                                                        2200-2230
## 556                                                                 
## 557                                              0800-1000,2200-2300
## 558                                                                 
## 559                                                                 
## 560                                                                 
## 561                                                                 
## 562                                                                 
## 563                                                                 
## 564                          0600-0700,0800-0900,1800-1830,2300-2335
## 565                                                        2200-2230
## 566                                                                 
## 567                                             1800-1830, 2300-2330
## 568                                                                 
## 569                                                                 
## 570                                                                 
## 571                                                                 
## 572                                                                 
## 573                                                                 
## 574                                                                 
## 575                                                                 
## 576                                                                 
## 577                                                                 
## 578                                                                 
## 579                                                                 
## 580                                                                 
## 581                                                                 
## 582                                                                 
## 583                                                                 
## 584                                                        2200-2230
## 585                                                                 
## 586                                                                 
## 587                                                                 
## 588                                                                 
## 589                                                                 
## 590                                                                 
## 591                                                                 
## 592                                                                 
## 593                                                                 
## 594                                                                 
## 595                                                                 
## 596                                                                 
## 597                                                                 
## 598                                                        2200-2300
## 599                                                                 
## 600                                                                 
## 601                                                                 
## 602                                                                 
## 603                                                                 
## 604                                                                 
## 605                                                                 
## 606                                                                 
## 607                                                                 
## 608                                                                 
## 609                                                                 
## 610                                                                 
## 611                                                                 
## 612                                                                 
## 613                                                                 
## 614                                   0600-0800,1800-1830, 2300-2330
## 615                                                        2200-2230
## 616                                                                 
## 617                                                                 
## 618                                                                 
## 619                                                                 
## 620                                                                 
## 621                                                      22:00-22:30
## 622                                                                 
## 623                                                                 
## 624                                                                 
## 625                                                                 
## 626                                                        2100-2200
## 627                                                                 
## 628                                                                 
##                                      News_Schedule_Sunday
## 1                                                        
## 2                                                        
## 3                                                        
## 4                                                        
## 5                                                        
## 6                                                        
## 7                                               2100-2200
## 8                                                        
## 9                                                        
## 10                                                       
## 11                                                       
## 12                                                       
## 13      0700-0900,0900-0930,1700-1730,1800-1900,2300-2330
## 14                                                       
## 15                                                       
## 16                                                       
## 17                                   1700-1730, 2200-2230
## 18                                                       
## 19                                                       
## 20                                                       
## 21                1700-1730,1800-1830,1830-1900,2300-2330
## 22                                                       
## 23                                                       
## 24                                                       
## 25                                              2200-2230
## 26                                                       
## 27                                                       
## 28                                                       
## 29                                    1730-1800,2200-2230
## 30                                                       
## 31                                                       
## 32                                              2100-2130
## 33                                                       
## 34                                                       
## 35                                                       
## 36                                                       
## 37                                                       
## 38                                                       
## 39                                                       
## 40                                                       
## 41                                                       
## 42                                                       
## 43                                                       
## 44                                                       
## 45                                                       
## 46                                                       
## 47                                                       
## 48                                    1700-1730-2200-2235
## 49                                                       
## 50                                                       
## 51                                            22:00-22:30
## 52                                                       
## 53                                                       
## 54                                                       
## 55                                                       
## 56                                    1730-1800,2200-2230
## 57                                                       
## 58                                                       
## 59                                                       
## 60                                                       
## 61                                                       
## 62                                                       
## 63                                                       
## 64                                                       
## 65                                                       
## 66                                                       
## 67                                                       
## 68                                                       
## 69                                                       
## 70                                                       
## 71                                                       
## 72                                   1700-1730, 2200-2235
## 73                                                       
## 74                                                       
## 75                                                       
## 76                                    1830-1900,2300-2330
## 77                                                       
## 78                                                       
## 79                                                       
## 80                                    1730-1800,2200-2300
## 81                                                       
## 82                                    1730-1800,2200-2230
## 83                                                       
## 84                                                       
## 85                                            21:00-22:00
## 86                                                       
## 87                                                       
## 88                                                       
## 89                                                       
## 90                                                       
## 91                                                       
## 92                                                       
## 93                                              2100-2200
## 94                                                       
## 95                                                       
## 96                                                       
## 97                                                       
## 98                                              2200-2235
## 99                                                       
## 100                                                      
## 101                                                      
## 102                                                      
## 103                                                      
## 104                                                      
## 105                         1730-1800,2200-2230,2230-2300
## 106                                                      
## 107                                                      
## 108                                                      
## 109                                                      
## 110                                                      
## 111                                                      
## 112                                                      
## 113                                             2200-2230
## 114                                                      
## 115                                                      
## 116                                                      
## 117                                                      
## 118                                                      
## 119                                                      
## 120                                                      
## 121                                                      
## 122                                                      
## 123                                                      
## 124                                                      
## 125                                                      
## 126                                                      
## 127                                                      
## 128                                                      
## 129                                                      
## 130                                                      
## 131                                             2200-2230
## 132                                                      
## 133                                                      
## 134                                   1900-2000,2200-2300
## 135                                                      
## 136                                                      
## 137                                                      
## 138                                                      
## 139                                                      
## 140                                                      
## 141                                                      
## 142                                  1830-1900, 2300-2330
## 143                                                      
## 144                                                      
## 145                                                      
## 146                                                      
## 147                                                      
## 148                                                      
## 149                                                      
## 150                                                      
## 151                                                      
## 152                                                      
## 153                                                      
## 154                                                      
## 155                                                      
## 156                                                      
## 157                                                      
## 158                                                      
## 159                                                      
## 160                                                      
## 161                                                      
## 162                                                      
## 163                                             2100-2230
## 164                                                      
## 165                                                      
## 166     0600-0700,0800-0900,1700-1730,1800-1900,2300-2335
## 167                                                      
## 168                                                      
## 169                                                      
## 170                                                      
## 171                                                      
## 172                                                      
## 173                                                      
## 174                                                      
## 175                                                      
## 176                                                      
## 177                                                      
## 178                                                      
## 179                                                      
## 180                                             2100-2200
## 181                                                      
## 182                                                      
## 183                                                      
## 184                                                      
## 185                                                      
## 186                                                      
## 187                                             2200-2230
## 188                                                      
## 189                                                      
## 190                                                      
## 191                   1730-18:00, 18:30-1900, 23:00-23:30
## 192                                                      
## 193                                                      
## 194                                                      
## 195                                   1700-1730,2300-2330
## 196                                                      
## 197                                                      
## 198                                                      
## 199                                                      
## 200                                                      
## 201                                                      
## 202                                                      
## 203                                                      
## 204                                             2100-2130
## 205                                                      
## 206                                                      
## 207                                                      
## 208                                                      
## 209                                                      
## 210                                                      
## 211                                                      
## 212                                                      
## 213               0600-0700,1700-1730,1800-1830,2300-2330
## 214                                                      
## 215                                                      
## 216                                                      
## 217                                                      
## 218                                                      
## 219                                                      
## 220                                                      
## 221                                                      
## 222                                  1700-1730, 2200-2300
## 223                                                      
## 224                                                      
## 225                                                      
## 226                                   1800-1830,2300-2330
## 227                                                      
## 228                                                      
## 229                                                      
## 230                                  1700-1730, 2200-2235
## 231                                                      
## 232                                                      
## 233                                             2200-2230
## 234                                                      
## 235                                                      
## 236                                 18:00-18:30,2300-2330
## 237                                                      
## 238                                                      
## 239                                 17:00-17:30,2300-2330
## 240                                                      
## 241                                                      
## 242                                                      
## 243                                                      
## 244                                                      
## 245                                                      
## 246                                                      
## 247                                                      
## 248                                                      
## 249                                                      
## 250                                                      
## 251                                                      
## 252                                             2330-2400
## 253                                                      
## 254                                                      
## 255                                                      
## 256                         0700-0800,1700-1800,2200-2300
## 257                                                      
## 258                                   1830-1900,2300-2330
## 259                                                      
## 260                                                      
## 261                                             1000-1030
## 262                                                      
## 263                                                      
## 264                                                      
## 265                                                      
## 266                                                      
## 267                                                      
## 268                                                      
## 269                                                      
## 270                                   1730-1800,2200-2235
## 271                                                      
## 272                                                      
## 273                                                      
## 274                                                      
## 275                                                      
## 276                                                      
## 277                                                      
## 278                                                      
## 279                                                      
## 280                                                      
## 281                                                      
## 282                                                      
## 283                                                      
## 284                                                      
## 285                                                      
## 286                                                      
## 287                                                      
## 288                                                      
## 289                                                      
## 290                                                      
## 291                                                      
## 292                                                      
## 293                                                      
## 294                                                      
## 295                                                      
## 296                                             2200-2230
## 297                                                      
## 298                                                      
## 299                                                      
## 300                         0700-0900,1030-1100,2200-2300
## 301                                                      
## 302                                                      
## 303                                                      
## 304                       1700-1730, 2200-2230, 2230-2300
## 305                                                      
## 306                                                      
## 307                                                      
## 308                                                      
## 309                                                      
## 310                                                      
## 311                                                      
## 312                                                      
## 313                                                      
## 314                                                      
## 315                                                      
## 316                                                      
## 317                                   1800-1830,2300-2330
## 318                                                      
## 319                                                      
## 320                                                      
## 321                                                      
## 322                                  1800-1830, 2300-2330
## 323                                                      
## 324                                                      
## 325                   7:00-8:00, 18:00-18:30, 23:00-23:30
## 326                                                      
## 327                                                      
## 328                                                      
## 329                                             0900-0930
## 330                                                      
## 331                                                      
## 332                                                      
## 333                                                      
## 334                                                      
## 335                                                      
## 336                                                      
## 337                                                      
## 338                       0700-0800. 1800-1830, 2300-2330
## 339                                                      
## 340                                                      
## 341                                                      
## 342                                                      
## 343                                                      
## 344                         0600-0700,1700-1730,2200-2230
## 345                                                      
## 346                                                      
## 347                                             2200-2300
## 348                                                      
## 349                                                      
## 350                                                      
## 351                                   1800-1830,2300-2330
## 352                                                      
## 353                                                      
## 354                                                      
## 355                                                      
## 356                                                      
## 357                                                      
## 358                                                      
## 359                                                      
## 360                                                      
## 361                                                      
## 362                                                      
## 363                                                      
## 364                                                      
## 365                                                      
## 366                                                      
## 367                                                      
## 368                                                      
## 369                                  1830-1900, 2300-2330
## 370                                                      
## 371                                                      
## 372                                                      
## 373                                                      
## 374                                                      
## 375                                             1100-1130
## 376                                                      
## 377                                             2200-2230
## 378                                                      
## 379                                                      
## 380                                   1800-1830,2300-2330
## 381                                                      
## 382                                                      
## 383                                                      
## 384                                   1800-1830,2300-2330
## 385                                                      
## 386                                             2200-2230
## 387                                                      
## 388                                                      
## 389                                                      
## 390                                                      
## 391                                                      
## 392                                   1730-1800,2200-2235
## 393                                                      
## 394                                                      
## 395                                                      
## 396                                   1800-1830,2300-2330
## 397                                                      
## 398                                                      
## 399                                                      
## 400            0600-0700, 0900-1000, 1800-1830, 2300-2330
## 401                                                      
## 402                                                      
## 403                                                      
## 404 0700-0800, 0830-1100, 1700-1830, 1630-1900, 2200-2400
## 405                                                      
## 406                                                      
## 407                                                      
## 408                                                      
## 409                                                      
## 410                                                      
## 411                                   1800-1830,2300-2335
## 412                                                      
## 413                                                      
## 414                                                      
## 415    0600-0700, 0800-0900,1130-1200,1830-1900,2300-2335
## 416                                                      
## 417                                                      
## 418                                             2200-2300
## 419                                                      
## 420                                                      
## 421                                                      
## 422                        0600-0800, 1800-1830 2300-2330
## 423                                                      
## 424                                                      
## 425                                                      
## 426                       0600-0900, 2100-2200, 2200-2230
## 427                                                      
## 428                                                      
## 429                                             2100-2200
## 430                                                      
## 431                                                      
## 432                                                      
## 433                                             2200-2235
## 434                                                      
## 435                                                      
## 436                                                      
## 437                                                      
## 438                                                      
## 439                                                      
## 440                                                      
## 441                                                      
## 442                                                      
## 443                                                      
## 444                                                      
## 445                                                      
## 446                                                      
## 447                                                      
## 448                                                      
## 449                                                      
## 450                                                      
## 451                                                      
## 452                                                      
## 453                                   1800-1830,2300-2330
## 454                                                      
## 455                                                      
## 456                                                      
## 457                                                      
## 458                                                      
## 459                                                      
## 460                                                      
## 461                                  1700-1730, 2200-2300
## 462                                                      
## 463                                                      
## 464                                             2200-2300
## 465                                                      
## 466                                                      
## 467                                   1800-1830,2300-2330
## 468                                                      
## 469                                                      
## 470               0700-0800,0900-1000,1800-1830,2300-2330
## 471                                                      
## 472                                                      
## 473                                                      
## 474                                                      
## 475                         0600-0900,1830-1900,2300-2330
## 476                                                      
## 477                                                      
## 478                                             2200-2300
## 479                                                      
## 480                                                      
## 481                                                      
## 482                                             2200-2300
## 483                                                      
## 484                                                      
## 485                                   1700-1730,2200-2230
## 486                                                      
## 487                                                      
## 488                                                      
## 489                                                      
## 490                                                      
## 491                                                      
## 492                                                      
## 493                                                      
## 494                                                      
## 495                                                      
## 496                                                      
## 497                                                      
## 498                         0700-0900,1830-1900,2300-2330
## 499                                                      
## 500                                                      
## 501                                             2200-2230
## 502                                                      
## 503                                                      
## 504                                                      
## 505                                             2200-2230
## 506                                                      
## 507                                                      
## 508                                                      
## 509                                                      
## 510                                             2100-2130
## 511                                                      
## 512                                                      
## 513                        0600-0730, 1800-1830,2300-2330
## 514                                             2200-2230
## 515                                  1800-1830, 2300-2330
## 516                                                      
## 517                                                      
## 518                                                      
## 519                                             2200-2300
## 520                                                      
## 521                                                      
## 522                                                      
## 523               0700-0800,0900-1000,1800-1830,2300-2330
## 524                                                      
## 525                                                      
## 526                                             2200-2230
## 527                                             2200-2235
## 528                                                      
## 529                                                      
## 530                                                      
## 531                                                      
## 532                                                      
## 533                                                      
## 534                                                      
## 535                         0500-0800,1800-1830,2300-2335
## 536                                                      
## 537                                                      
## 538                                                      
## 539                                                      
## 540                                                      
## 541                                                      
## 542                                             2200-2230
## 543                                                      
## 544                                                      
## 545                                                      
## 546                                                      
## 547                                                      
## 548                                                      
## 549                                                      
## 550                                                      
## 551                                                      
## 552                                                      
## 553                                                      
## 554                                   1800-1830,2300-2330
## 555                                             2200-2230
## 556                                                      
## 557                                   0800-0930,2200-2300
## 558                                                      
## 559                                                      
## 560                                                      
## 561                                                      
## 562                                                      
## 563                                                      
## 564               0600-0700,0800-0900,1800-1830,2300-2335
## 565                                             2200-2230
## 566                                                      
## 567                                  1800-1830, 2300-2330
## 568                                                      
## 569                                                      
## 570                                                      
## 571                                                      
## 572                                                      
## 573                                                      
## 574                                                      
## 575                                                      
## 576                                                      
## 577                                                      
## 578                                                      
## 579                                                      
## 580                                                      
## 581                                                      
## 582                                                      
## 583                                                      
## 584                                             2200-2230
## 585                                                      
## 586                                                      
## 587                                                      
## 588                                                      
## 589                                                      
## 590                                                      
## 591                                                      
## 592                                                      
## 593                                                      
## 594                                                      
## 595                                                      
## 596                                                      
## 597                                                      
## 598                                             2200-2300
## 599                                                      
## 600                                                      
## 601                                                      
## 602                                                      
## 603                                                      
## 604                                                      
## 605                                                      
## 606                                                      
## 607                                                      
## 608                                                      
## 609                                                      
## 610                                                      
## 611                                                      
## 612                                                      
## 613                                                      
## 614                        0700-0900,1830-1900, 2300-2330
## 615                                             2200-2230
## 616                                                      
## 617                                                      
## 618                                                      
## 619                                                      
## 620                                                      
## 621                                           22:00-22:30
## 622                                                      
## 623                                                      
## 624                                                      
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## 627                                                      
## 628                                                      
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## 627                              
## 628

6 Module 4: Statistics

There are so many different statistical methods we could spend several months learning but only a handful that have been used often by journalists. Some of the most common basic descriptive stats you can do is calculating mean and median. The percent is another form of descriptive statistics common in data journalism. Another statistical measure is the standard deviation which determines how spread out the numbers are. The formula is essentially the square root of the Variance. And the variance is the average of the squared differences from the Mean. But the function we’ll use is simply sd(). The function to check for a correlation between two arrays is cor(). The base R function cor() allows you to compute correlations using Pearson, Kendall tau or Spearman rho. Some authors consider a strong correlation over [.6, -.6] and over [.8/, -.8] is a very strong correlation.

If you’re comparing numbers with numbers, it’s easier to turn one set of numbers into quantiles, for example taking a range of numbers and grouping them into “low”, “medium”, or “high” categories. This way you can create crosstabs and get around having to use correlations in your narrative. Quantiles are a range from any value to any other value. Percentiles and Quartiles are simply types of Quantiles.

  • 4-quantiles are called quartiles
  • 5-quintiles are called quintiles
  • 10-quantiles are called deciles
  • 100-quantiles are called percentiles

To group numbers into sections, we’ll use the ntile() function. The way ntile() works is the first argument is the column you’d like to evaluate and the second argument is the number of groups you’d like. The quantile() function is nearly the same thing but takes percentiles as inputs. Because we’re creating 4 groups, we’ll add a column called quartile. Now, you can use case_when() to create a new column for lowest salary, lower salary, higher salary, and highest salary based on the quartile column you created. What if you joined median income for zip codes from the Census to this data? If you joined additional numerical data to this you could use group_by() on the quartile column to calculate the percent of workers living in poor or rich neighborhoods. Or perhaps even those who live outside Boston city borders? Anyway, that’s the benefit of adding quartiles via mutate.

Sometimes it’s important to account for confounding factors that may better explain relationships between data points. To prepare our data for regression analysis we can start for grouping some variables. Then we can create a new variable for the natural log of our variable of interest. Essentially, logs are a simpler way to represent large numbers. For example, 10,000,000,000 can be written as 10¹⁰. The new function we’ll use is predictably called log() and we’ll pass it the argument of how many exponents we want (just 1). The time creating models is like 85% cleaning and prepping the data. The base R function lm() perform linear regression, assessing the relationship between numeric response and explanatory variables that are assumed to have a linear relationship. Provide the equation as a formula, with the response and explanatory column names separated by a tilde ~. Also, specify the data set to data =. Define the model results as an R object, to use later. First, we’ll run the simplest possible model with no controls at all, regressing salary only on a male-female gender dummy. This is equivalent to calculating the approximate overall percentage pay gap between men and women — what we call the “unadjusted” pay gap. We’re looking for the relationship between log_base and gender. Then use the summary() function to output the results. A coefficient of 0.095 means there is approximately 9.5 percent “unadjusted” gender pay gap in this theoretical company. In a story, you would write that men on average earn about 9.5 percent more than women on average in this company.

Mapping is really fun to do in R. You don’t need to pay crazy amounts of money to use ArcGIS. And while QGIS is excellent it has the drawbacks of most click-buttons-to-create programs: You can’t write a script to process the data, transform it, and visualize it in multiple ways. We’re going to use the sf package that will essentially let you treat maps like a geometry in ggplot2. It can be as simple as creating a bar chart or line chart.

So sf stands for Simple Features which is a set of standards the community have agreed upon to create a uniform way to store types of spatial data with different geometries, like points, lines, polygons, etc. What this means is when you import maps into R, it will be treated like a data frame. With rows and columns that you can summarize or join with other data sets for enhanced analysis.Bringing in a shape file is as similar as importing a csv! It just as an extra column called geometry.

If you had the shapefiles locally, you could import it in using st_read() from the package sf. The geometry column says “MULTIPOLYGON”. Polygon is another word for shape. The geometry function for a polygon is geom_sf(). It is kind of a process to download a shapefile, locate it locally, and then import it. Because this is R, it´s possible that someone’s already come up with a package to download the most-common per-country borders from the cloud. The tigris package can download the shapefiles for counties and work with FEMA data for USA. For European countries, you can use the giscoR package, for Brazil, there’s the geobr package, etc. To start out with, we’ll load the library and call in the shapes of all the states. Once we have the shapes, we need to bring in the data to join to it so we can make for instance a choropleth. The choropleths are univarate maps, as in it visualizes one column of data. On the other hand a bivariate map involves visualizing two columns of data. This is pretty rare and difficult to make because it requires calculating quartiles of data and the relationship between the two variables.

Shapefiles from Tigris package

# getting the data
candles <- read_csv("input/scented.csv")
glimpse(candles)
## Rows: 4,968
## Columns: 3
## $ Rating <dbl> 5, 5, 1, 5, 1, 5, 5, 3, 2, 5, 5, 5, 5, 5, 5, 4, 5, 5, 5, 5, 5, …
## $ Date   <date> 2019-12-13, 2020-05-05, 2018-09-28, 2019-01-14, 2018-12-13, 20…
## $ Review <chr> "To the reviewer below: It's not Yankee Candles fault you order…
# calculating the mean and the median
candles %>%
  summarize(
    avg_rating = mean(Rating),
    median_rating = median(Rating)
  )
## # A tibble: 1 × 2
##   avg_rating median_rating
##        <dbl>         <dbl>
## 1       4.07             5
# calculating the distribution of the rating percent
candles %>%
  group_by(Rating) %>%
  summarize(total = n()) %>%
  mutate(percent = round(total / sum(total) * 100, 1))
## # A tibble: 5 × 3
##   Rating total percent
##    <dbl> <int>   <dbl>
## 1      1   711    14.3
## 2      2   261     5.3
## 3      3   308     6.2
## 4      4   359     7.2
## 5      5  3329    67
# calculating which 10 months had the greatest deviation (sd())
candles_monthly <- candles %>%
  mutate(year = year(Date)) %>%
  mutate(month = month(Date)) %>%
  group_by(year, month) %>%
  summarize(
    ratings = n(),
    avg_rating = mean(Rating, na.rm = T),
    sd_rating = sd(Rating, na.rm = T)
  ) %>%
  ungroup() %>%
  arrange(desc(sd_rating)) %>%
  filter(year > 2018) %>%
  slice(1:10)

head(candles_monthly)
## # A tibble: 6 × 5
##    year month ratings avg_rating sd_rating
##   <dbl> <dbl>   <int>      <dbl>     <dbl>
## 1  2021    11      34       3.35      1.91
## 2  2020     8      74       3.07      1.85
## 3  2021    10      31       3.45      1.84
## 4  2020     5     107       3.20      1.84
## 5  2021     8      61       3.44      1.81
## 6  2021     9      39       3.41      1.80
# calculating the percent of reviews by month that mention not having a smell
scented_timeline_monthly1 <- candles %>% 
  mutate(no_scent = case_when(
  str_detect(Review, "[Nn]o scent") ~ 1,
  str_detect(Review, "[Nn]o smell") ~ 1,
  str_detect(Review, "[Dd]oes not smell like") ~ 1,
  str_detect(Review, "[Dd]oesn't smell like") ~ 1,
  str_detect(Review, "[Cc]an't smell") ~ 1,
  str_detect(Review, "[Cc]annot smell") ~ 1,
  str_detect(Review, "[Ff]aint smell") ~ 1,
  str_detect(Review, "[Ff]aint scent") ~ 1,
  str_detect(Review, "[Dd]on't smell") ~ 1,
  str_detect(Review, "[Ll]ike nothing") ~ 1,
  TRUE ~ 0
))

head(scented_timeline_monthly1)
## # A tibble: 6 × 4
##   Rating Date       Review                                               no_sc…¹
##    <dbl> <date>     <chr>                                                  <dbl>
## 1      5 2019-12-13 To the reviewer below: It's not Yankee Candles faul…       0
## 2      5 2020-05-05 OH. MY. GOD!!!!! I highly recommend that you DO NOT…       0
## 3      1 2018-09-28 As the title states, I suggest that you do not orde…       0
## 4      5 2019-01-14 Full disclosure: I am a Yankee candle devotee. My u…       0
## 5      1 2018-12-13 Y’all is NASTY. So I open up the candle and it smel…       0
## 6      5 2018-02-19 I bought this candle based off of the reviews from …       0
## # … with abbreviated variable name ¹​no_scent
# calculating the percent for each month and year
scented_timeline_monthly2 <- scented_timeline_monthly1 %>%
  mutate(
    year = year(Date),
    month = month(Date)
  ) %>%
  # let's aggregate around year and month
  group_by(year, month) %>%
  # we just need to add up the 1s in no_scent and count up the total reviews with n()
  summarize(no_scent = sum(no_scent), reviews = n()) %>%
  # and do some math
  mutate(percent = no_scent / reviews * 100) %>%
  select(year, month, value = percent) %>%
  mutate(type = "percent no smell") %>%
  ungroup() %>%
  mutate(row = row_number())

head(scented_timeline_monthly2)
## # A tibble: 6 × 5
##    year month value type               row
##   <dbl> <dbl> <dbl> <chr>            <int>
## 1  2005     9     0 percent no smell     1
## 2  2008     5     0 percent no smell     2
## 3  2009    11     0 percent no smell     3
## 4  2009    12     0 percent no smell     4
## 5  2010     2     0 percent no smell     5
## 6  2010     4     0 percent no smell     6
# plotting it
ggplot(data = scented_timeline_monthly2, aes(x = row, y = value)) +
  geom_line() +
  geom_smooth() +
  theme_minimal() +
  labs(
    title = "Percent of Yankee Candle reviews mentioning no smell",
    y = "Percent", x = ""
  )

# getting daily Covid-19 case counts 
covid <- read_csv("https://github.com/CSSEGISandData/COVID-19/raw/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_US.csv")

covid_long <- covid %>%
  pivot_longer(cols = 12:ncol(covid), names_to = "date", values_to = "cases") %>%
  mutate(date = mdy(date)) %>%
  group_by(FIPS) %>%
  arrange(date) %>%
  # this is a way to create a value from the previous value (lagged)
  mutate(positive = c(cases[1], diff(cases))) %>%
  group_by(date) %>%
  summarize(value = sum(positive, na.rm = T)) %>%
  mutate(type = "Covid cases")

head(covid_long)
## # A tibble: 6 × 3
##   date       value type       
##   <date>     <dbl> <chr>      
## 1 2020-01-22     1 Covid cases
## 2 2020-01-23     0 Covid cases
## 3 2020-01-24     1 Covid cases
## 4 2020-01-25     0 Covid cases
## 5 2020-01-26     3 Covid cases
## 6 2020-01-27     0 Covid cases
# monthly daily cases adjusted for 1000000
covid_long_monthly <- covid_long %>%
  mutate(
    year = year(date),
    month = month(date)
  ) %>%
  group_by(year, month) %>%
  summarize(value = sum(value, na.rm = T) / 1000000) %>%
  mutate(type = "Covid cases") %>%
  ungroup() %>%
  mutate(row = row_number())

head(covid_long_monthly)
## # A tibble: 6 × 5
##    year month    value type          row
##   <dbl> <dbl>    <dbl> <chr>       <int>
## 1  2020     1 0.000008 Covid cases     1
## 2  2020     2 0.000018 Covid cases     2
## 3  2020     3 0.192    Covid cases     3
## 4  2020     4 0.887    Covid cases     4
## 5  2020     5 0.706    Covid cases     5
## 6  2020     6 0.854    Covid cases     6
# comparing trend lines for both data sets
# This only works because we were careful to make sure the column names match
# from the different data sets
monthly <- rbind(covid_long_monthly, scented_timeline_monthly2)

monthly %>%
  ggplot(aes(x = row, y = value)) +
  geom_line() +
  facet_wrap(vars(type), scale = "free_y") +
  geom_smooth()

# another way of plotting it
monthly %>%
  ggplot(aes(x = row, y = value, color = type)) +
  geom_line() +
  geom_smooth() +
  theme_minimal() +
  labs(title = "Covid cases versus Amazon 'no scent' candle reviews")

# reshaping data from long to wide to check correlation
monthly_wide <- monthly %>%
  pivot_wider(names_from = "type", values_from = "value") %>%
  filter(!is.na(`percent no smell`))

glimpse(monthly_wide)
## Rows: 147
## Columns: 5
## $ year               <dbl> 2005, 2008, 2009, 2009, 2010, 2010, 2010, 2010, 201…
## $ month              <dbl> 9, 5, 11, 12, 2, 4, 7, 8, 10, 12, 1, 2, 4, 5, 6, 7,…
## $ row                <int> 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, …
## $ `Covid cases`      <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
## $ `percent no smell` <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
# getting the data
boston_salaries <- read_csv("input/boston.csv")
glimpse(boston_salaries)
## Rows: 22,552
## Columns: 12
## $ NAME                      <chr> "Beckers,Richard", "McGowan,Jacqueline M.", …
## $ DEPARTMENT_NAME           <chr> "Boston Police Department", "Boston Police D…
## $ TITLE                     <chr> "Police Officer", "Police Officer", "Police …
## $ REGULAR                   <dbl> NA, NA, 69772.10, 100963.38, 109858.02, 1276…
## $ RETRO                     <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ OTHER                     <dbl> 1264843.63, 1252990.81, 212739.48, 211900.28…
## $ OVERTIME                  <dbl> NA, NA, 82300.87, 67849.66, 75938.65, 66433.…
## $ INJURED                   <dbl> NA, NA, 30939.24, NA, NA, NA, NA, NA, NA, NA…
## $ DETAIL                    <dbl> NA, NA, 12144.0, 9016.0, 19550.0, 50085.0, 2…
## $ QUINN_EDUCATION_INCENTIVE <dbl> NA, NA, 25178.06, 10096.55, NA, 12762.78, 28…
## $ TOTAL_GROSS               <dbl> 1264843.6, 1252990.8, 433073.8, 399825.9, 39…
## $ POSTAL                    <chr> "02119", "02129", "02130", "02368", "02301",…
# this makes it random but consistent for all of us
set.seed(2022)

# getting randomly selected sample (16)
boston16 <- boston_salaries %>% 
  sample_n(16)

head(boston16)
## # A tibble: 6 × 12
##   NAME         DEPAR…¹ TITLE REGULAR RETRO  OTHER OVERT…² INJURED DETAIL QUINN…³
##   <chr>        <chr>   <chr>   <dbl> <dbl>  <dbl>   <dbl>   <dbl>  <dbl>   <dbl>
## 1 Caldwell,Br… Mildre… Lunc…   9201.    NA    NA      NA       NA     NA      NA
## 2 Sjolander,E… Tech B… Teac…  89722.    NA  1700      NA       NA     NA      NA
## 3 Vargas,Jorge BPS Fa… Sen …  94937.    NA  3264    8455.      NA     NA      NA
## 4 Donahue,Dan… Boston… Poli… 100302.    NA   850    6191.      NA  36248      NA
## 5 Frechette,K… Boston… Sr A…  55428.    NA 14239.   1955.      NA     NA      NA
## 6 Mohammed,Hu… Public… Prog…  98299.    NA    NA      NA       NA     NA      NA
## # … with 2 more variables: TOTAL_GROSS <dbl>, POSTAL <chr>, and abbreviated
## #   variable names ¹​DEPARTMENT_NAME, ²​OVERTIME, ³​QUINN_EDUCATION_INCENTIVE
# using the kable() function from the knitr package to present the data frame
boston16 %>%
  select(TOTAL_GROSS, POSTAL) %>%
  arrange(TOTAL_GROSS) %>%
  knitr::kable()
TOTAL_GROSS POSTAL
9200.91 02124
29558.37 02122
38546.59 02126
71622.29 02127
85191.36 02215
91421.68 02130
93087.80 02186
98298.97 02119
105591.94 02072
106656.55 02130
110455.09 02185
122393.37 02021
143590.97 02032
145765.90 02050
178396.77 02122
269395.89 02769
# grouping quartiles with ntile()
boston16 %>%
  select(TOTAL_GROSS, POSTAL) %>%
  arrange(TOTAL_GROSS) %>%
  mutate(quartile = ntile(TOTAL_GROSS, 4)) %>%
  knitr::kable()
TOTAL_GROSS POSTAL quartile
9200.91 02124 1
29558.37 02122 1
38546.59 02126 1
71622.29 02127 1
85191.36 02215 2
91421.68 02130 2
93087.80 02186 2
98298.97 02119 2
105591.94 02072 3
106656.55 02130 3
110455.09 02185 3
122393.37 02021 3
143590.97 02032 4
145765.90 02050 4
178396.77 02122 4
269395.89 02769 4
# making percentiles with quantile()
boston16 %>%
  select(TOTAL_GROSS) %>%
  arrange(TOTAL_GROSS) %>%
  summarize(value = quantile(TOTAL_GROSS, c(0, .25, .5, .75, 1))) %>%
  mutate(
    percentile = c(0, 25, 50, 75, 100),
    quartile = c(0, 1, 2, 3, 4)
  ) %>%
  select(percentile, quartile, value)
## # A tibble: 5 × 3
##   percentile quartile   value
##        <dbl>    <dbl>   <dbl>
## 1          0        0   9201.
## 2         25        1  81799.
## 3         50        2 101945.
## 4         75        3 127693.
## 5        100        4 269396.
# getting the data
salaries = read_csv("input/salary_data.csv")
glimpse(salaries)
## Rows: 1,000
## Columns: 9
## $ jobTitle  <chr> "Graphic Designer", "Software Engineer", "Warehouse Associat…
## $ gender    <chr> "Female", "Male", "Female", "Male", "Male", "Female", "Femal…
## $ age       <dbl> 18, 21, 19, 20, 26, 20, 20, 18, 33, 35, 24, 18, 19, 30, 35, …
## $ perfEval  <dbl> 5, 5, 4, 5, 5, 5, 5, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, …
## $ edu       <chr> "College", "College", "PhD", "Masters", "Masters", "PhD", "C…
## $ dept      <chr> "Operations", "Management", "Administration", "Sales", "Engi…
## $ seniority <dbl> 2, 5, 5, 4, 5, 4, 4, 5, 5, 5, 5, 3, 3, 5, 4, 3, 5, 5, 5, 5, …
## $ basePay   <dbl> 42363, 108476, 90208, 108080, 99464, 70890, 67585, 97523, 11…
## $ bonus     <dbl> 9938, 11128, 9268, 10154, 9319, 10126, 10541, 10240, 9836, 9…
# grouping employee ages
# Base pay summary stats.
salaries_adjusted1 <- salaries %>%
  # Age brackets
  mutate(age_bin = case_when(
    age < 25 ~ 1, # Below age 25
    age >= 25 & age < 35 ~ 2, # Age 25-34
    age >= 35 & age < 45 ~ 3, # Age 25-34
    age >= 45 & age < 55 ~ 4, # Age 25-34
    age >= 55 ~ 5 # Age 25-34
  ))

salaries_adjusted1
## # A tibble: 1,000 × 10
##    jobTitle       gender   age perfE…¹ edu   dept  senio…² basePay bonus age_bin
##    <chr>          <chr>  <dbl>   <dbl> <chr> <chr>   <dbl>   <dbl> <dbl>   <dbl>
##  1 Graphic Desig… Female    18       5 Coll… Oper…       2   42363  9938       1
##  2 Software Engi… Male      21       5 Coll… Mana…       5  108476 11128       1
##  3 Warehouse Ass… Female    19       4 PhD   Admi…       5   90208  9268       1
##  4 Software Engi… Male      20       5 Mast… Sales       4  108080 10154       1
##  5 Graphic Desig… Male      26       5 Mast… Engi…       5   99464  9319       2
##  6 IT             Female    20       5 PhD   Oper…       4   70890 10126       1
##  7 Graphic Desig… Female    20       5 Coll… Sales       4   67585 10541       1
##  8 Software Engi… Male      18       4 PhD   Engi…       5   97523 10240       1
##  9 Graphic Desig… Female    33       5 High… Engi…       5  112976  9836       2
## 10 Sales Associa… Female    35       5 Coll… Engi…       5  106524  9941       3
## # … with 990 more rows, and abbreviated variable names ¹​perfEval, ²​seniority
# calculating logs
salaries_adjusted2 <- salaries_adjusted1 %>%
  # Total compensation
  mutate(total_pay = basePay + bonus) %>%
  # Log of compensation
  mutate(
    log_base = log(basePay, base = exp(1)),
    log_total = log(total_pay, base = exp(1)),
    # Adds 1 to allow for log of 0 bonus values.
    log_bonus = log(bonus + 1, base = exp(1))
  )

salaries_adjusted2
## # A tibble: 1,000 × 14
##    jobTitle       gender   age perfE…¹ edu   dept  senio…² basePay bonus age_bin
##    <chr>          <chr>  <dbl>   <dbl> <chr> <chr>   <dbl>   <dbl> <dbl>   <dbl>
##  1 Graphic Desig… Female    18       5 Coll… Oper…       2   42363  9938       1
##  2 Software Engi… Male      21       5 Coll… Mana…       5  108476 11128       1
##  3 Warehouse Ass… Female    19       4 PhD   Admi…       5   90208  9268       1
##  4 Software Engi… Male      20       5 Mast… Sales       4  108080 10154       1
##  5 Graphic Desig… Male      26       5 Mast… Engi…       5   99464  9319       2
##  6 IT             Female    20       5 PhD   Oper…       4   70890 10126       1
##  7 Graphic Desig… Female    20       5 Coll… Sales       4   67585 10541       1
##  8 Software Engi… Male      18       4 PhD   Engi…       5   97523 10240       1
##  9 Graphic Desig… Female    33       5 High… Engi…       5  112976  9836       2
## 10 Sales Associa… Female    35       5 Coll… Engi…       5  106524  9941       3
## # … with 990 more rows, 4 more variables: total_pay <dbl>, log_base <dbl>,
## #   log_total <dbl>, log_bonus <dbl>, and abbreviated variable names ¹​perfEval,
## #   ²​seniority
# adding a new numerical variable to change Male to 1 and Female to 0
salaries_adjusted3 <- salaries_adjusted2 %>%
  # Make flags
  mutate(male = case_when(
    gender == "Male" ~ 1,
    TRUE ~ 0
  ))

glimpse(salaries_adjusted3)
## Rows: 1,000
## Columns: 15
## $ jobTitle  <chr> "Graphic Designer", "Software Engineer", "Warehouse Associat…
## $ gender    <chr> "Female", "Male", "Female", "Male", "Male", "Female", "Femal…
## $ age       <dbl> 18, 21, 19, 20, 26, 20, 20, 18, 33, 35, 24, 18, 19, 30, 35, …
## $ perfEval  <dbl> 5, 5, 4, 5, 5, 5, 5, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, …
## $ edu       <chr> "College", "College", "PhD", "Masters", "Masters", "PhD", "C…
## $ dept      <chr> "Operations", "Management", "Administration", "Sales", "Engi…
## $ seniority <dbl> 2, 5, 5, 4, 5, 4, 4, 5, 5, 5, 5, 3, 3, 5, 4, 3, 5, 5, 5, 5, …
## $ basePay   <dbl> 42363, 108476, 90208, 108080, 99464, 70890, 67585, 97523, 11…
## $ bonus     <dbl> 9938, 11128, 9268, 10154, 9319, 10126, 10541, 10240, 9836, 9…
## $ age_bin   <dbl> 1, 1, 1, 1, 2, 1, 1, 1, 2, 3, 1, 1, 1, 2, 3, 2, 1, 1, 1, 2, …
## $ total_pay <dbl> 52301, 119604, 99476, 118234, 108783, 81016, 78126, 107763, …
## $ log_base  <dbl> 10.65403, 11.59428, 11.40987, 11.59063, 11.50755, 11.16888, …
## $ log_total <dbl> 10.86477, 11.69194, 11.50767, 11.68042, 11.59711, 11.30240, …
## $ log_bonus <dbl> 9.204222, 9.317310, 9.134431, 9.225721, 9.139918, 9.222960, …
## $ male      <dbl> 0, 1, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, …
# looking at summarized statistics with st() function from vtable package
st(salaries_adjusted3)
Summary Statistics
Variable N Mean Std. Dev. Min Pctl. 25 Pctl. 75 Max
gender 1000
… Female 468 46.8%
… Male 532 53.2%
age 1000 41.393 14.295 18 29 54.25 65
perfEval 1000 3.037 1.424 1 2 4 5
edu 1000
… College 241 24.1%
… High School 265 26.5%
… Masters 256 25.6%
… PhD 238 23.8%
dept 1000
… Administration 193 19.3%
… Engineering 192 19.2%
… Management 198 19.8%
… Operations 210 21%
… Sales 207 20.7%
seniority 1000 2.971 1.395 1 2 4 5
basePay 1000 94472.653 25337.493 34208 76850.25 111558 179726
bonus 1000 6467.161 2004.377 1703 4849.5 8026 11293
age_bin 1000 3.16 1.429 1 2 4.25 5
total_pay 1000 100939.814 25156.6 40828 83443 117656 184010
log_base 1000 11.417 0.287 10.44 11.25 11.622 12.099
log_total 1000 11.489 0.264 10.617 11.332 11.676 12.123
log_bonus 1000 8.72 0.345 7.441 8.487 8.991 9.332
male 1000 0.532 0.499 0 0 1 1
# calculating mean and median for base pay by gender
summary_base <- salaries_adjusted3 %>%
  group_by(gender) %>%
  summarise(
    meanBasePay = mean(basePay, na.rm = TRUE),
    medianBasePay = median(basePay, na.rm = TRUE),
    employees = n()
  )

summary_base
## # A tibble: 2 × 4
##   gender meanBasePay medianBasePay employees
##   <chr>        <dbl>         <dbl>     <int>
## 1 Female      89943.        89914.       468
## 2 Male        98458.        98223        532
# looking at job clustering between gender
unadjusted_jobs <- salaries_adjusted3 %>%
  group_by(jobTitle, gender) %>%
  summarise(
    meanTotalPay = mean(total_pay, na.rm = TRUE),
    employees = n()
  )

unadjusted_jobs
## # A tibble: 20 × 4
## # Groups:   jobTitle [10]
##    jobTitle            gender meanTotalPay employees
##    <chr>               <chr>         <dbl>     <int>
##  1 Data Scientist      Female      102452.        53
##  2 Data Scientist      Male         95450         54
##  3 Driver              Female       93197.        46
##  4 Driver              Male         98418.        45
##  5 Financial Analyst   Female      101744.        49
##  6 Financial Analyst   Male        101116.        58
##  7 Graphic Designer    Female       98810.        48
##  8 Graphic Designer    Male         96584.        50
##  9 IT                  Female       96838.        50
## 10 IT                  Male         97240.        46
## 11 Manager             Female      133244.        18
## 12 Manager             Male        130929.        72
## 13 Marketing Associate Female       82251.       107
## 14 Marketing Associate Male         88162.        11
## 15 Sales Associate     Female       98221.        43
## 16 Sales Associate     Male        100894.        51
## 17 Software Engineer   Female      101147.         8
## 18 Software Engineer   Male        113034.       101
## 19 Warehouse Associate Female      100084.        46
## 20 Warehouse Associate Male         93364.        44
# calculating linear regression
# No controls. ("unadjusted" pay gap.)
lm_gender <- lm(log_base ~ gender, data = salaries_adjusted3)
summary(lm_gender)
## 
## Call:
## lm(formula = log_base ~ gender, data = salaries_adjusted3)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.9529 -0.1610  0.0356  0.2080  0.6374 
## 
## Coefficients:
##             Estimate Std. Error t value             Pr(>|t|)    
## (Intercept) 11.36650    0.01310 867.999 < 0.0000000000000002 ***
## genderMale   0.09532    0.01795   5.309          0.000000136 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.2833 on 998 degrees of freedom
## Multiple R-squared:  0.02747,    Adjusted R-squared:  0.02649 
## F-statistic: 28.19 on 1 and 998 DF,  p-value: 0.0000001359
#  we’ll run a more complete model that adds in variables for employee characteristics like highest education, years of experience and performance evaluation scores by adding "human capital" controls (performance evals, age and education).
lm_humancapital <- lm(log_base ~ gender + perfEval + age_bin + edu, data = salaries_adjusted3)
summary(lm_humancapital)
## 
## Call:
## lm(formula = log_base ~ gender + perfEval + age_bin + edu, data = salaries_adjusted3)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -0.8216 -0.1330  0.0187  0.1531  0.5447 
## 
## Coefficients:
##                 Estimate Std. Error t value             Pr(>|t|)    
## (Intercept)    11.016847   0.028434 387.454 < 0.0000000000000002 ***
## genderMale      0.100529   0.014701   6.838       0.000000000014 ***
## perfEval       -0.007270   0.005158  -1.409             0.159013    
## age_bin         0.110198   0.005119  21.525 < 0.0000000000000002 ***
## eduHigh School -0.039037   0.020566  -1.898             0.057974 .  
## eduMasters      0.051118   0.020754   2.463             0.013945 *  
## eduPhD          0.075603   0.021108   3.582             0.000358 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.2307 on 993 degrees of freedom
## Multiple R-squared:  0.3581, Adjusted R-squared:  0.3542 
## F-statistic: 92.34 on 6 and 993 DF,  p-value: < 0.00000000000000022
# adding all controls ("adjusted" pay gap)
lm_allcontrols <- lm(log_base ~ gender + perfEval + age_bin + edu +
  dept + seniority + jobTitle,
data = salaries_adjusted3
)
summary(lm_allcontrols)
## 
## Call:
## lm(formula = log_base ~ gender + perfEval + age_bin + edu + dept + 
##     seniority + jobTitle, data = salaries_adjusted3)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.58009 -0.08048  0.01035  0.08567  0.33886 
## 
## Coefficients:
##                                 Estimate   Std. Error t value
## (Intercept)                 10.672770968  0.023713370 450.074
## genderMale                   0.010741076  0.009252040   1.161
## perfEval                     0.000001261  0.002949497   0.000
## age_bin                      0.109851999  0.002911027  37.737
## eduHigh School              -0.012909549  0.011746645  -1.099
## eduMasters                   0.056784864  0.011818443   4.805
## eduPhD                       0.069198783  0.012014570   5.760
## deptEngineering              0.031304592  0.013397082   2.337
## deptManagement               0.032404925  0.013351999   2.427
## deptOperations              -0.003751641  0.013114702  -0.286
## deptSales                    0.074266041  0.013188331   5.631
## seniority                    0.108361981  0.002991676  36.221
## jobTitleDriver              -0.036220751  0.018703759  -1.937
## jobTitleFinancial Analyst    0.048342647  0.017943747   2.694
## jobTitleGraphic Designer    -0.027146390  0.018366532  -1.478
## jobTitleIT                  -0.026148940  0.018449069  -1.417
## jobTitleManager              0.305337645  0.019019546  16.054
## jobTitleMarketing Associate -0.205853863  0.017911487 -11.493
## jobTitleSales Associate      0.005475381  0.018549563   0.295
## jobTitleSoftware Engineer    0.139084974  0.018265476   7.615
## jobTitleWarehouse Associate -0.005801268  0.018779894  -0.309
##                                         Pr(>|t|)    
## (Intercept)                 < 0.0000000000000002 ***
## genderMale                               0.24595    
## perfEval                                 0.99966    
## age_bin                     < 0.0000000000000002 ***
## eduHigh School                           0.27204    
## eduMasters                    0.0000017918949719 ***
## eduPhD                        0.0000000112840951 ***
## deptEngineering                          0.01966 *  
## deptManagement                           0.01541 *  
## deptOperations                           0.77489    
## deptSales                     0.0000000233761675 ***
## seniority                   < 0.0000000000000002 ***
## jobTitleDriver                           0.05309 .  
## jobTitleFinancial Analyst                0.00718 ** 
## jobTitleGraphic Designer                 0.13972    
## jobTitleIT                               0.15670    
## jobTitleManager             < 0.0000000000000002 ***
## jobTitleMarketing Associate < 0.0000000000000002 ***
## jobTitleSales Associate                  0.76792    
## jobTitleSoftware Engineer     0.0000000000000622 ***
## jobTitleWarehouse Associate              0.75746    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.1308 on 979 degrees of freedom
## Multiple R-squared:  0.7966, Adjusted R-squared:  0.7924 
## F-statistic: 191.7 on 20 and 979 DF,  p-value: < 0.00000000000000022
# testing for differences in the gender pay gap among departments or job titles 
# All controls with job title interaction terms.
job_results <- lm(log_base ~ male * jobTitle + perfEval + age_bin + edu + seniority + dept, data = salaries_adjusted3)
# Publish a clean table of regression results.
summary(job_results)
## 
## Call:
## lm(formula = log_base ~ male * jobTitle + perfEval + age_bin + 
##     edu + seniority + dept, data = salaries_adjusted3)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.56693 -0.07864  0.01033  0.08618  0.34348 
## 
## Coefficients:
##                                    Estimate Std. Error t value
## (Intercept)                      10.6802691  0.0271780 392.975
## male                             -0.0048152  0.0254446  -0.189
## jobTitleDriver                   -0.0379507  0.0264870  -1.433
## jobTitleFinancial Analyst         0.0342000  0.0260648   1.312
## jobTitleGraphic Designer         -0.0215608  0.0262302  -0.822
## jobTitleIT                       -0.0396548  0.0258985  -1.531
## jobTitleManager                   0.2955123  0.0360659   8.194
## jobTitleMarketing Associate      -0.2194946  0.0220917  -9.936
## jobTitleSales Associate          -0.0145911  0.0269738  -0.541
## jobTitleSoftware Engineer         0.1303582  0.0499016   2.612
## jobTitleWarehouse Associate      -0.0041448  0.0264977  -0.156
## perfEval                         -0.0000597  0.0029665  -0.020
## age_bin                           0.1098276  0.0029211  37.597
## eduHigh School                   -0.0119633  0.0118997  -1.005
## eduMasters                        0.0577363  0.0119802   4.819
## eduPhD                            0.0690856  0.0121086   5.705
## seniority                         0.1081910  0.0030149  35.885
## deptEngineering                   0.0322681  0.0135408   2.383
## deptManagement                    0.0327785  0.0134922   2.429
## deptOperations                   -0.0031740  0.0131859  -0.241
## deptSales                         0.0756173  0.0132751   5.696
## male:jobTitleDriver               0.0032543  0.0376148   0.087
## male:jobTitleFinancial Analyst    0.0273037  0.0361190   0.756
## male:jobTitleGraphic Designer    -0.0108129  0.0370216  -0.292
## male:jobTitleIT                   0.0273592  0.0370203   0.739
## male:jobTitleManager              0.0180576  0.0432188   0.418
## male:jobTitleMarketing Associate  0.0767703  0.0487858   1.574
## male:jobTitleSales Associate      0.0380170  0.0372331   1.021
## male:jobTitleSoftware Engineer    0.0164038  0.0545743   0.301
## male:jobTitleWarehouse Associate -0.0037625  0.0376203  -0.100
##                                              Pr(>|t|)    
## (Intercept)                      < 0.0000000000000002 ***
## male                                          0.84994    
## jobTitleDriver                                0.15224    
## jobTitleFinancial Analyst                     0.18979    
## jobTitleGraphic Designer                      0.41129    
## jobTitleIT                                    0.12605    
## jobTitleManager                  0.000000000000000795 ***
## jobTitleMarketing Associate      < 0.0000000000000002 ***
## jobTitleSales Associate                       0.58868    
## jobTitleSoftware Engineer                     0.00913 ** 
## jobTitleWarehouse Associate                   0.87573    
## perfEval                                      0.98395    
## age_bin                          < 0.0000000000000002 ***
## eduHigh School                                0.31498    
## eduMasters                       0.000001671118608926 ***
## eduPhD                           0.000000015402266979 ***
## seniority                        < 0.0000000000000002 ***
## deptEngineering                               0.01736 *  
## deptManagement                                0.01530 *  
## deptOperations                                0.80983    
## deptSales                        0.000000016239875455 ***
## male:jobTitleDriver                           0.93107    
## male:jobTitleFinancial Analyst                0.44987    
## male:jobTitleGraphic Designer                 0.77030    
## male:jobTitleIT                               0.46007    
## male:jobTitleManager                          0.67617    
## male:jobTitleMarketing Associate              0.11590    
## male:jobTitleSales Associate                  0.30748    
## male:jobTitleSoftware Engineer                0.76380    
## male:jobTitleWarehouse Associate              0.92036    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.1311 on 970 degrees of freedom
## Multiple R-squared:  0.7977, Adjusted R-squared:  0.7916 
## F-statistic: 131.9 on 29 and 970 DF,  p-value: < 0.00000000000000022
# Download the shapefile. (note that I store it in a folder called DATA. You have to change that if needed.)
# download.file("http://thematicmapping.org/downloads/TM_WORLD_BORDERS_SIMPL-0.3.zip", destfile = "input/world_shape_file.zip")
# You now have it in your current working directory, have a look!

# Unzip this file. You can do it with R (as below), or clicking on the object you downloaded.
# unzip("input/world_shape_file.zip", exdir = "input")
#  -- > You now have 4 files. One of these files is a .shp file! (TM_WORLD_BORDERS_SIMPL-0.3.shp)
world <- st_read("input/TM_WORLD_BORDERS_SIMPL-0.3.shp")
## Reading layer `TM_WORLD_BORDERS_SIMPL-0.3' from data source 
##   `/Users/fmv/Documents/adjclass-nando/analysis/input/TM_WORLD_BORDERS_SIMPL-0.3.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 246 features and 11 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -180 ymin: -90 xmax: 180 ymax: 83.57027
## Geodetic CRS:  WGS 84
glimpse(world)
## Rows: 246
## Columns: 12
## $ FIPS      <chr> "AC", "AG", "AJ", "AL", "AM", "AO", "AQ", "AR", "AS", "BA", …
## $ ISO2      <chr> "AG", "DZ", "AZ", "AL", "AM", "AO", "AS", "AR", "AU", "BH", …
## $ ISO3      <chr> "ATG", "DZA", "AZE", "ALB", "ARM", "AGO", "ASM", "ARG", "AUS…
## $ UN        <int> 28, 12, 31, 8, 51, 24, 16, 32, 36, 48, 52, 60, 44, 50, 84, 7…
## $ NAME      <chr> "Antigua and Barbuda", "Algeria", "Azerbaijan", "Albania", "…
## $ AREA      <int> 44, 238174, 8260, 2740, 2820, 124670, 20, 273669, 768230, 71…
## $ POP2005   <dbl> 83039, 32854159, 8352021, 3153731, 3017661, 16095214, 64051,…
## $ REGION    <int> 19, 2, 142, 150, 142, 2, 9, 19, 9, 142, 19, 19, 19, 142, 19,…
## $ SUBREGION <int> 29, 15, 145, 39, 145, 17, 61, 5, 53, 145, 29, 21, 29, 34, 13…
## $ LON       <dbl> -61.783, 2.632, 47.395, 20.068, 44.563, 17.544, -170.730, -6…
## $ LAT       <dbl> 17.078, 28.163, 40.430, 41.143, 40.534, -12.296, -14.318, -3…
## $ geometry  <MULTIPOLYGON [°]> MULTIPOLYGON (((-61.68667 1..., MULTIPOLYGON ((…
# USA states (with tigris package)
us_states <- states(cb = TRUE, resolution = "20m") %>%
  shift_geometry()
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glimpse(us_states)
## Rows: 52
## Columns: 10
## $ STATEFP  <chr> "47", "27", "17", "30", "11", "06", "21", "10", "48", "55", "…
## $ STATENS  <chr> "01325873", "00662849", "01779784", "00767982", "01702382", "…
## $ AFFGEOID <chr> "0400000US47", "0400000US27", "0400000US17", "0400000US30", "…
## $ GEOID    <chr> "47", "27", "17", "30", "11", "06", "21", "10", "48", "55", "…
## $ STUSPS   <chr> "TN", "MN", "IL", "MT", "DC", "CA", "KY", "DE", "TX", "WI", "…
## $ NAME     <chr> "Tennessee", "Minnesota", "Illinois", "Montana", "District of…
## $ LSAD     <chr> "00", "00", "00", "00", "00", "00", "00", "00", "00", "00", "…
## $ ALAND    <dbl> 106791646253, 206232157570, 143778461053, 376973673895, 15831…
## $ AWATER   <dbl> 2322913374, 18949864226, 6216594318, 3866689601, 18709762, 20…
## $ geometry <MULTIPOLYGON [m]> MULTIPOLYGON (((515382.5 -2..., MULTIPOLYGON (((…
# mapping USA states
ggplot(us_states) + 
  geom_sf()

# mapping USA counties
us_counties <- counties(cb = TRUE, resolution = "20m") %>%
     shift_geometry()
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glimpse(us_counties)
## Rows: 3,221
## Columns: 13
## $ STATEFP    <chr> "05", "08", "26", "28", "38", "39", "21", "48", "40", "29",…
## $ COUNTYFP   <chr> "121", "069", "105", "153", "075", "125", "095", "063", "10…
## $ COUNTYNS   <chr> "00069178", "00198150", "01622995", "00695797", "01034229",…
## $ AFFGEOID   <chr> "0500000US05121", "0500000US08069", "0500000US26105", "0500…
## $ GEOID      <chr> "05121", "08069", "26105", "28153", "38075", "39125", "2109…
## $ NAME       <chr> "Randolph", "Larimer", "Mason", "Wayne", "Renville", "Pauld…
## $ NAMELSAD   <chr> "Randolph County", "Larimer County", "Mason County", "Wayne…
## $ STUSPS     <chr> "AR", "CO", "MI", "MS", "ND", "OH", "KY", "TX", "OK", "MO",…
## $ STATE_NAME <chr> "Arkansas", "Colorado", "Michigan", "Mississippi", "North D…
## $ LSAD       <chr> "06", "06", "06", "06", "06", "06", "06", "06", "06", "06",…
## $ ALAND      <dbl> 1688445990, 6723014102, 1281963206, 2099745602, 2272050275,…
## $ AWATER     <dbl> 10370823, 98984559, 1935616622, 7255476, 40658499, 6245396,…
## $ geometry   <MULTIPOLYGON [m]> MULTIPOLYGON (((407670.6 -1..., MULTIPOLYGON (…
ggplot(us_counties) + 
  geom_sf() +
  theme_void()

# getting the data
df <- read_csv("https://www.fema.gov/api/open/v2/DisasterDeclarationsSummaries.csv")
df_new <- df %>%
  mutate(GEOID = str_c(fipsStateCode, fipsCountyCode))
fema_counties <- left_join(df_new, county_pop, by = "GEOID")
glimpse(fema_counties)
## Rows: 63,698
## Columns: 29
## $ femaDeclarationString    <chr> "FM-5444-TX", "FM-5436-NE", "FM-5444-TX", "FM…
## $ disasterNumber           <dbl> 5444, 5436, 5444, 5436, 5436, 5435, 5434, 543…
## $ state                    <chr> "TX", "NE", "TX", "NE", "NE", "AZ", "AZ", "NM…
## $ declarationType          <chr> "FM", "FM", "FM", "FM", "FM", "FM", "FM", "FM…
## $ declarationDate          <dttm> 2022-07-19, 2022-04-23, 2022-07-19, 2022-04-…
## $ fyDeclared               <dbl> 2022, 2022, 2022, 2022, 2022, 2022, 2022, 202…
## $ incidentType             <chr> "Fire", "Fire", "Fire", "Fire", "Fire", "Fire…
## $ declarationTitle         <chr> "CHALK MOUNTAIN FIRE", "ROAD 702 FIRE", "CHAL…
## $ ihProgramDeclared        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ iaProgramDeclared        <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ paProgramDeclared        <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ hmProgramDeclared        <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
## $ incidentBeginDate        <dttm> 2022-07-18, 2022-04-22, 2022-07-18, 2022-04-…
## $ incidentEndDate          <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ disasterCloseoutDate     <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ fipsStateCode            <chr> "48", "31", "48", "31", "31", "04", "04", "35…
## $ fipsCountyCode           <chr> "221", "063", "425", "065", "145", "025", "00…
## $ placeCode                <dbl> 99221, 99063, 99425, 99065, 99145, 99025, 990…
## $ designatedArea           <chr> "Hood (County)", "Frontier (County)", "Somerv…
## $ declarationRequestNumber <dbl> 22060, 22034, 22060, 22034, 22034, 22032, 220…
## $ lastIAFilingDate         <dttm> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
## $ hash                     <chr> "373c5ec27998afc08a53302dae796f476b1a6546", "…
## $ id                       <chr> "867be42a-71d5-4f13-aa21-d91e0a6fd577", "e671…
## $ lastRefresh              <dttm> 2022-07-20 21:21:23, 2022-07-20 21:21:23, 20…
## $ GEOID                    <chr> "48221", "31063", "48425", "31065", "31145", …
## $ NAME                     <chr> "Hood County, Texas", "Frontier County, Nebra…
## $ variable                 <chr> "B01003_001", "B01003_001", "B01003_001", "B0…
## $ estimate                 <dbl> 60025, 2636, 8958, 4712, 10725, 232396, 14225…
## $ moe                      <dbl> NA, 78, NA, NA, NA, NA, NA, NA, NA, NA, NA, N…
# summarizing the data by counting up the number of disasters by county
fema_counties_count <- fema_counties %>%
  filter(incidentType != "Biological") %>%
  group_by(GEOID) %>%
  summarize(disasters = n())
fema_map <- left_join(us_counties, fema_counties_count)
glimpse(fema_map)
## Rows: 3,221
## Columns: 14
## $ STATEFP    <chr> "05", "08", "26", "28", "38", "39", "21", "48", "40", "29",…
## $ COUNTYFP   <chr> "121", "069", "105", "153", "075", "125", "095", "063", "10…
## $ COUNTYNS   <chr> "00069178", "00198150", "01622995", "00695797", "01034229",…
## $ AFFGEOID   <chr> "0500000US05121", "0500000US08069", "0500000US26105", "0500…
## $ GEOID      <chr> "05121", "08069", "26105", "28153", "38075", "39125", "2109…
## $ NAME       <chr> "Randolph", "Larimer", "Mason", "Wayne", "Renville", "Pauld…
## $ NAMELSAD   <chr> "Randolph County", "Larimer County", "Mason County", "Wayne…
## $ STUSPS     <chr> "AR", "CO", "MI", "MS", "ND", "OH", "KY", "TX", "OK", "MO",…
## $ STATE_NAME <chr> "Arkansas", "Colorado", "Michigan", "Mississippi", "North D…
## $ LSAD       <chr> "06", "06", "06", "06", "06", "06", "06", "06", "06", "06",…
## $ ALAND      <dbl> 1688445990, 6723014102, 1281963206, 2099745602, 2272050275,…
## $ AWATER     <dbl> 10370823, 98984559, 1935616622, 7255476, 40658499, 6245396,…
## $ disasters  <int> 20, 26, 7, 26, 23, 11, 24, 13, 30, 21, 12, 18, 15, 7, 10, 1…
## $ geometry   <MULTIPOLYGON [m]> MULTIPOLYGON (((407670.6 -1..., MULTIPOLYGON (…
# plotting a choropleth
fema_map %>%
  ggplot() +
  geom_sf(aes(fill = disasters), color = NA) + # getting rid of the state borders
  scale_fill_viridis(direction = -1) + # reversing the order
  theme_void()

# plotting hurricanes in Lousiana
fema_map %>%
  filter(STUSPS == "LA") %>%
  ggplot() +
  geom_sf(aes(fill = disasters), color = NA) +
  scale_fill_viridis(direction = -1) +
  theme_void() +
  labs(title = "Hurricane declared disasters since 1954")

# counting up Fire disaster declarations by county
fema_counties_count_fi <- fema_counties %>%
  filter(incidentType == "Fire") %>%
  mutate(year = year(incidentBeginDate)) %>%
  group_by(GEOID, year) %>%
  summarize(disasters = n())

fema_map_fi <- left_join(us_counties, fema_counties_count_fi)

glimpse(fema_map_fi)
## Rows: 4,878
## Columns: 15
## $ STATEFP    <chr> "05", "08", "08", "08", "08", "08", "08", "08", "08", "08",…
## $ COUNTYFP   <chr> "121", "069", "069", "069", "069", "069", "069", "069", "06…
## $ COUNTYNS   <chr> "00069178", "00198150", "00198150", "00198150", "00198150",…
## $ AFFGEOID   <chr> "0500000US05121", "0500000US08069", "0500000US08069", "0500…
## $ GEOID      <chr> "05121", "08069", "08069", "08069", "08069", "08069", "0806…
## $ NAME       <chr> "Randolph", "Larimer", "Larimer", "Larimer", "Larimer", "La…
## $ NAMELSAD   <chr> "Randolph County", "Larimer County", "Larimer County", "Lar…
## $ STUSPS     <chr> "AR", "CO", "CO", "CO", "CO", "CO", "CO", "CO", "CO", "CO",…
## $ STATE_NAME <chr> "Arkansas", "Colorado", "Colorado", "Colorado", "Colorado",…
## $ LSAD       <chr> "06", "06", "06", "06", "06", "06", "06", "06", "06", "06",…
## $ ALAND      <dbl> 1688445990, 6723014102, 6723014102, 6723014102, 6723014102,…
## $ AWATER     <dbl> 10370823, 98984559, 98984559, 98984559, 98984559, 98984559,…
## $ year       <dbl> NA, 2000, 2001, 2002, 2003, 2004, 2010, 2011, 2012, 2020, N…
## $ disasters  <int> NA, 1, 1, 2, 2, 1, 1, 1, 2, 2, NA, NA, NA, NA, 1, 1, 1, 1, …
## $ geometry   <MULTIPOLYGON [m]> MULTIPOLYGON (((407670.6 -1..., MULTIPOLYGON (…
fema_map_fi %>%
  filter(STUSPS == "CA") %>%
  filter(year %in% c(2017:2022)) %>%
  ggplot() +
  geom_sf(data = filter(us_states, STUSPS == "CA"), fill = "gray", color = NA) +
  geom_sf(aes(fill = disasters), color = NA) +
  scale_fill_viridis(direction = -1, na.value = "red") +
  facet_wrap(vars(year)) +
  theme_void()

# knowing areas that have been hit by Hurricanes most frequently in relation to population
disaster_count <- fema_counties %>%
  # filter county data to just hurricanes
  filter(incidentType == "Hurricane") %>%
  mutate(year = year(incidentBeginDate)) %>%
  # We want to focus on the years between 2017 and 2022
  filter(year %in% c(2017:2022)) %>%
  # Grouping by county IDS so we can join with mapping data easily
  group_by(GEOID) %>%
  summarize(total = n())

# start with the map of counties and join the disaster count
disaster_counties <- left_join(us_counties, disaster_count) %>%
  select(-NAME)

# Then join the population count to the counties data
disaster_counties <- left_join(disaster_counties, county_pop)
glimpse(disaster_counties)
## Rows: 3,221
## Columns: 17
## $ STATEFP    <chr> "05", "08", "26", "28", "38", "39", "21", "48", "40", "29",…
## $ COUNTYFP   <chr> "121", "069", "105", "153", "075", "125", "095", "063", "10…
## $ COUNTYNS   <chr> "00069178", "00198150", "01622995", "00695797", "01034229",…
## $ AFFGEOID   <chr> "0500000US05121", "0500000US08069", "0500000US26105", "0500…
## $ GEOID      <chr> "05121", "08069", "26105", "28153", "38075", "39125", "2109…
## $ NAMELSAD   <chr> "Randolph County", "Larimer County", "Mason County", "Wayne…
## $ STUSPS     <chr> "AR", "CO", "MI", "MS", "ND", "OH", "KY", "TX", "OK", "MO",…
## $ STATE_NAME <chr> "Arkansas", "Colorado", "Michigan", "Mississippi", "North D…
## $ LSAD       <chr> "06", "06", "06", "06", "06", "06", "06", "06", "06", "06",…
## $ ALAND      <dbl> 1688445990, 6723014102, 1281963206, 2099745602, 2272050275,…
## $ AWATER     <dbl> 10370823, 98984559, 1935616622, 7255476, 40658499, 6245396,…
## $ total      <int> 1, NA, NA, 6, NA, NA, NA, 1, NA, NA, NA, NA, NA, NA, NA, 1,…
## $ NAME       <chr> "Randolph County, Arkansas", "Larimer County, Colorado", "M…
## $ variable   <chr> "B01003_001", "B01003_001", "B01003_001", "B01003_001", "B0…
## $ estimate   <dbl> 17934, 350523, 29062, 20344, 2387, 18742, 26307, 12938, 684…
## $ moe        <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
## $ geometry   <MULTIPOLYGON [m]> MULTIPOLYGON (((407670.6 -1..., MULTIPOLYGON (…
# looking at population (estimate) and hurricanes (total) by county
bi_df <- bi_class(disaster_counties, x = estimate, y = total, style = "quantile", dim = 3)
glimpse(bi_df) # in the new column bi_class “2-1” means the first variable is in the 2nd quartile for one variable and the 1st quartile for the other variable. And then there are NAs because there aren’t enough data to determine a quartile (Those are probably counties with a history of zero hurricanes).
## Rows: 3,221
## Columns: 18
## $ STATEFP    <chr> "05", "08", "26", "28", "38", "39", "21", "48", "40", "29",…
## $ COUNTYFP   <chr> "121", "069", "105", "153", "075", "125", "095", "063", "10…
## $ COUNTYNS   <chr> "00069178", "00198150", "01622995", "00695797", "01034229",…
## $ AFFGEOID   <chr> "0500000US05121", "0500000US08069", "0500000US26105", "0500…
## $ GEOID      <chr> "05121", "08069", "26105", "28153", "38075", "39125", "2109…
## $ NAMELSAD   <chr> "Randolph County", "Larimer County", "Mason County", "Wayne…
## $ STUSPS     <chr> "AR", "CO", "MI", "MS", "ND", "OH", "KY", "TX", "OK", "MO",…
## $ STATE_NAME <chr> "Arkansas", "Colorado", "Michigan", "Mississippi", "North D…
## $ LSAD       <chr> "06", "06", "06", "06", "06", "06", "06", "06", "06", "06",…
## $ ALAND      <dbl> 1688445990, 6723014102, 1281963206, 2099745602, 2272050275,…
## $ AWATER     <dbl> 10370823, 98984559, 1935616622, 7255476, 40658499, 6245396,…
## $ total      <int> 1, NA, NA, 6, NA, NA, NA, 1, NA, NA, NA, NA, NA, NA, NA, 1,…
## $ NAME       <chr> "Randolph County, Arkansas", "Larimer County, Colorado", "M…
## $ variable   <chr> "B01003_001", "B01003_001", "B01003_001", "B01003_001", "B0…
## $ estimate   <dbl> 17934, 350523, 29062, 20344, 2387, 18742, 26307, 12938, 684…
## $ moe        <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
## $ bi_class   <chr> "2-1", "3-NA", "2-NA", "2-3", "1-NA", "2-NA", "2-NA", "1-1"…
## $ geometry   <MULTIPOLYGON [m]> MULTIPOLYGON (((407670.6 -1..., MULTIPOLYGON (…
# plotting the map
map <- ggplot() +
  geom_sf(
    data = bi_df, mapping = aes(fill = bi_class),
    # changing the border color to white and the size of the
    # border lines to .1
    # and hiding the legend
    color = "white", size = 0.1, show.legend = FALSE
  ) +
  bi_scale_fill(pal = "GrPink", dim = 3) +
  labs(
    title = "Hurricanes & Population"
  ) +
  bi_theme()
map

# adding a legend
legend <- bi_legend(
  pal = "GrPink",
  dim = 3,
  xlab = "+ population ",
  ylab = "+ disasters ",
  size = 8
)
legend

# final map
finalPlot <- ggdraw() +
  draw_plot(map, 0, 0, 1, 1) +
  draw_plot(legend, 0.82, .2, 0.2, 0.2)
finalPlot

# saving plots
#ggsave(finalPlot, "test.svg", device="svg")
# save_plot("output/test.png", finalPlot, base_height = NULL, base_width = 12)
#install.packages("svglite") to make this work
# save_plot("output/test.svg", finalPlot, base_height = NULL, base_width = 12)
# getting the data
parking <- st_read("input/parking/taz.view_pp_ogd.shp")
## Reading layer `taz.view_pp_ogd' from data source 
##   `/Users/fmv/Documents/adjclass-nando/analysis/input/parking/taz.view_pp_ogd.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 48603 features and 5 fields
## Geometry type: POINT
## Dimension:     XY
## Bounding box:  xmin: 2677614 ymin: 1241998 xmax: 2688157 ymax: 1254084
## Projected CRS: CH1903+ / LV95
zh_city <- st_read("input/zh_city/stzh.adm_stadtkreise_a.shp")
## Reading layer `stzh.adm_stadtkreise_a' from data source 
##   `/Users/fmv/Documents/adjclass-nando/analysis/input/zh_city/stzh.adm_stadtkreise_a.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 12 features and 4 fields
## Geometry type: POLYGON
## Dimension:     XY
## Bounding box:  xmin: 2676225 ymin: 1241584 xmax: 2689666 ymax: 1254306
## Projected CRS: CH1903+ / LV95
glimpse(parking)
## Rows: 48,603
## Columns: 6
## $ id1        <dbl> 206330, 192531, 192536, 192537, 192540, 192541, 192543, 192…
## $ parkdauer  <dbl> 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60, 60,…
## $ art        <chr> "Weiss markiert", "Blaue Zone", "Blaue Zone", "Blaue Zone",…
## $ gebuehrenp <chr> "gebührenpflichtig", "nicht gebührenpflichtig", "nicht gebü…
## $ objectid   <dbl> 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, …
## $ geometry   <POINT [m]> POINT (2683237 1248660), POINT (2685978 1251183), POI…
glimpse(zh_city)
## Rows: 12
## Columns: 5
## $ objid      <chr> "6", "10", "4", "8", "12", "7", "11", "1", "9", "2", "5", "…
## $ bezeichnun <chr> "Kreis 7", "Kreis 11", "Kreis 9", "Kreis 2", "Kreis 10", "K…
## $ name       <dbl> 7, 11, 9, 2, 10, 3, 12, 6, 8, 4, 5, 1
## $ entstehung <chr> "6", "4", "4", "4", "4", "4", "4", "4", "6", "1", "1", "4"
## $ geometry   <POLYGON [m]> POLYGON ((2683861 1246724, ..., POLYGON ((2684316 1250652, …
parking_WNG60 <- parking %>% 
  filter(art == "Weiss markiert" & parkdauer > 60 & gebuehrenp == "nicht gebührenpflichtig")

# plotting static map
ggplot() +
  geom_sf(data = zh_city, color = "#777777", fill = NA, size = 0.2) +
  geom_point(data = parking_WNG60, aes(geometry = geometry), stat = "sf_coordinates", fill = NA, alpha = 0.05, color = "brown3", size = 2) +
  coord_sf(datum = NA) +
  geom_sf_text(data = zh_city, aes(label = bezeichnun), size = 3, color = "grey", fontface = "bold") +
  theme_void() +
  labs(
    title = "Öffentlich zugängliche Strassenparkplätze OGD",
    subtitle = "Weiss markiert, nicht gebührenpflichtig, >60 Min.",
    caption = "Quelle: https://data.stadt-zuerich.ch",
  )

The Leaflet R package was created by the folks behind RStudio to integrate with the popular opensource JavaScript library. Essentially, this package lets you make maps with custom map tiles, markers, polygons, lines, popups, and geojson. Almost any maps you can make in Google Fusion Tables or Carto(DB), you can make in R using the Leaflet package. Once the map was created, if you want, you could click on “export” in the Viewer tab and save it as an html file:

  • leaflet() initializes the leaflet work space
  • addTiles() by itself will bring in the default OpenStreetMap tiles
  • setView() is pretty self-explanatory but is simpler to implement
  • addMarkers() with some specific parameters.

The order of commands is important. A view can’t be set unless there are tiles established first. addTiles() uses the OpenStreetMap default, we can pass on some new data to some other third-party tiles with the addProviderTiles() function.

6.1 Interactive dashboard

[RMarkdown and scripts -> adjclass-nando-dashboard.Rproj]

Sometimes you need an interactive map that you can host internally for reporting purposes, for that we’re going to build on what we’ve already learned and use two really new packages: crosstalk and flexdashboard. Crosstalk builds on top of the htmlwidgets package (which has been creating all the stuff you’ve been putting in iframes from R) by letting different elements “talk” to each other. This lets you alter one interactive by clicking around in another. Usually for filtering. This level of control is something that one would have to create in R using Shiny, which would require a server and perhaps Docker knowledge. But Crosstalk doesn’t require Shiny. You can use it alone or use R Markdown to generate a static HTML document you can host anywhere. Some limitations: At the moment it can only links individual data points and not aggregate or summary views. The next big limitation is that you shouldn’t use it for huge data sets because it will be all served in a browser. Flexdashboard is simply a package that helps organize interactive dashboards using bootstrap.

After loading and filtering the data frame and storing it, we then used the SharedData$new() function to convert state into a crosstalk object. This is like an enhanced data set. We’re using a few crosstalk specific filter functions: filter_select(), filter_checkbox(), and filter_slider() that will let us choose how to filter the st shared data object. We’ve wrapped a couple of them around an additional function: bscols() that will pair up a couple of the narrower filters so it looks pretty. When we add filters on the left, either with a pull down menu or with the check box or via the slider bar, the table on the right will automatically update.

# using leaflet for the very first time
# Insert your latitude and longitude in the code below
# NOTE: Don't get them reversed otherwise you'll end up in the South Pole.

# Initialize and assign m as the leaflet object
m <- leaflet() %>%
  # Now add tiles to it
  addTiles() %>%
  # Setting the middle of where the map should be and the zoom level
  setView(lng = -4.44400, lat = 36.69641, zoom = 20) %>%
  # Now, add a marker with a popup,
  addMarkers(lng = -4.44400, lat = 36.69641, popup = "<b>Hello</b><br><a href='https://www.google.com'>My parents</a>")
m
# getting the data
pharmacies <- read_csv("input/all_pharmacies_summarized.csv")
glimpse(pharmacies)
## Rows: 82,813
## Columns: 17
## $ BUYER_DEA_NO       <chr> "BR5156078", "BW4707139", "BN5150141", "FH2332233",…
## $ BUYER_STATE        <chr> "AL", "AL", "AL", "AL", "AL", "AL", "AL", "AL", "AL…
## $ BUYER_COUNTY       <chr> "BALDWIN", "BALDWIN", "BALDWIN", "BALDWIN", "BALDWI…
## $ lat                <dbl> 30.8804, 30.8859, 30.9046, 30.8838, 30.8826, 30.884…
## $ lon                <dbl> -87.7845, -87.7867, -87.7839, -87.7893, -87.7734, -…
## $ total_dosage_unit  <dbl> 1901530, 1481300, 1308370, 326720, 231570, 132680, …
## $ total_records      <dbl> 2056, 6035, 3902, 1400, 936, 289, 35, 11, 1232, 589…
## $ countyfips         <chr> "01003", "01003", "01003", "01003", "01003", "01003…
## $ average_population <dbl> 175270, 175270, 175270, 175270, 175270, 175270, 175…
## $ per_person         <dbl> 1.5, 1.2, 1.1, 0.3, 0.2, 0.1, 0.0, 0.0, 1.8, 0.8, 3…
## $ BUYER_BUS_ACT      <chr> "CHAIN PHARMACY", "CHAIN PHARMACY", "RETAIL PHARMAC…
## $ BUYER_NAME         <chr> "ALABAMA CVS PHARMACY, L.L.C.", "WINN-DIXIE PHARMAC…
## $ BUYER_ADDRESS1     <chr> "208 MCMEANS AVE.", "710 MCMEANS AVE", "2012 HAND A…
## $ BUYER_CITY         <chr> "BAY MINETTE", "BAY MINETTE", "BAY MINETTE", "BAY M…
## $ BUYER_ZIP          <dbl> 36507, 36507, 36507, 36507, 36507, 36507, 36535, 36…
## $ BUYER_ADDL_CO_INFO <chr> "DBA: CVS/PHARMACY  # 04938", NA, NA, "DBA BELL'S H…
## $ BUYER_ADDRESS2     <chr> NA, NA, NA, NA, NA, NA, NA, "SUITE 101", NA, "69005…
pharm_state <- pharmacies %>%
  filter(BUYER_STATE == "LA")

# opioid pain pill data for Louisiana between 2006 and 2012
m <- leaflet(pharm_state) %>%
  addProviderTiles(providers$CartoDB.DarkMatter) %>%
  # if you chose another State, you'll have to adjust the view lat and lon below
  setView(-92.469698, 31.012156, zoom = 7) %>%
  addCircles(~lon, ~lat,
    popup = pharm_state$BUYER_NAME, weight = 3, radius = 40,
    color = "#ffa500", stroke = TRUE, fillOpacity = 0.8
  )
m
# the average number of pills per person per year
pharm_state <- pharm_state %>%
  arrange(desc(per_person))

m <- leaflet(pharm_state) %>%
  addProviderTiles(providers$CartoDB.DarkMatter) %>%
  setView(-92.469698, 31.012156, zoom = 7) %>%
  addCircleMarkers(~lon, ~lat,
    popup = paste0(
      pharm_state$BUYER_NAME, "<br />",
      pharm_state$per_person, " pills per person per year"
    ),
    weight = 3,
    radius = sqrt(pharm_state$per_person) * 3,
    color = "#ffa500",
    stroke = FALSE,
    fillOpacity = 0.3
  )
m
# colors based on data
cof <- colorFactor(c("#ffa500", "#13ED3F"), domain = c("CHAIN PHARMACY", "RETAIL PHARMACY"))
# mapping based on type
m <- leaflet(pharm_state) %>%
  addProviderTiles(providers$CartoDB.DarkMatter) %>%
  setView(-92.469698, 31.012156, zoom = 7) %>%
  addCircleMarkers(~lon, ~lat,
    popup = paste0(
      pharm_state$BUYER_NAME, "<br />",
      pharm_state$per_person, " pills per person per year"
    ),
    weight = 3,
    radius = sqrt(pharm_state$per_person) * 3,
    stroke = FALSE,
    fillOpacity = 0.3,
    # this line below is really the only thing that's different
    color = ~ cof(BUYER_BUS_ACT)
  )
m
# adding a legend
m <- leaflet(pharm_state) %>%
  addProviderTiles(providers$CartoDB.DarkMatter) %>%
  setView(-92.469698, 31.012156, zoom = 7) %>%
  addCircleMarkers(~lon, ~lat,
    popup = paste0(
      pharm_state$BUYER_NAME, "<br />",
      pharm_state$per_person, " pills per person per year"
    ),
    weight = 3,
    radius = sqrt(pharm_state$per_person) * 3,
    stroke = FALSE,
    fillOpacity = 0.3,
    color = ~ cof(BUYER_BUS_ACT)
  ) %>%
  # this line below is really the only thing that's different
  addLegend("bottomright",
    colors = c("#ffa500", "#13ED3F"),
    labels = c("Chain", "Retail"),
    title = "Pharmacy type"
  )
m
# adding a customized legend
# set legend features
colors <- c("gray", "gray", "gray", "#ffa500", "#13ED3F")
labels <- c("5 pills", "15 pills", "30 pills", "Chain", "Retail")
sizes <- c(sqrt(5) * 3, sqrt(15) * 3, sqrt(30) * 3, 15, 15)
shapes <- c("circle", "circle", "circle", "square", "square")
borders <- c("gray", "gray", "gray", "#ffa500", "#13ED3F")

addLegendCustom <- function(map, colors, labels, sizes, shapes, borders, opacity = 0.5) {
  make_shapes <- function(colors, sizes, borders, shapes) {
    shapes <- gsub("circle", "50%", shapes)
    shapes <- gsub("square", "0%", shapes)
    paste0(colors, "; width:", sizes, "px; height:", sizes, "px; border:3px solid ", borders, "; border-radius:", shapes)
  }
  make_labels <- function(sizes, labels) {
    paste0(
      "<div style='float: right; display: inline-block;height: ",
      sizes, "px;margin-top: 4px;line-height: ",
      sizes, "px;'>", labels, "</div>"
    )
  }
  legend_colors <- make_shapes(colors, sizes, borders, shapes)
  legend_labels <- make_labels(sizes, labels)

  return(addLegend(map, colors = legend_colors, labels = legend_labels, opacity = opacity))
}

## okay, back to our map code but replacing the addLegend() function
## with our new addCustomLegend() function
m <- leaflet(pharm_state) %>%
  addProviderTiles(providers$CartoDB.DarkMatter) %>%
  setView(-92.469698, 31.012156, zoom = 7) %>%
  addCircleMarkers(~lon, ~lat,
    popup = paste0(
      pharm_state$BUYER_NAME, "<br />",
      pharm_state$per_person, " pills per person per year"
    ),
    weight = 3,
    radius = sqrt(pharm_state$per_person) * 3,
    stroke = FALSE,
    fillOpacity = 0.3,
    color = ~ cof(BUYER_BUS_ACT)
  ) %>%
  # this line below is really the only thing that's different
  addLegendCustom(colors, labels, sizes, shapes, borders)
m

Module 4: Statistics

7 Linting

The code in this RMarkdown is linted with the lintr package, which is based on the tidyverse style guide.

# lintr::lint("main.Rmd", linters =
#               lintr::with_defaults(
#                 commented_code_linter = NULL,
#                 trailing_whitespace_linter = NULL
#                 )
#             )
# if you have additional scripts and want them to be linted too, add them here
# lintr::lint("scripts/my_script.R")